Technical Program
The detailed technical program includes the technical sessions, venues, session chairs, and paper lists for the main conference days.
June 10-12, 2026
Day 2-4
Day 2: June 10, 2026 (Wed)
15 sessions
Session 1A
Large Language Model
Session 1B
Anomaly Detection and Time Series
Session 1C
Recommendation System and Graph Learning
Session 1D
Bio-medical Learning
Session 1E
DSFA: Multi-modality
Session 2A
Federated Learning and Prompt Engineering
Session 2B
Label-aware Learning and Security
Session 2C
Feature Selection and Noise Handling
Session 2D
Distribution Shift and Evaluation
Session 2E
DSFA: Supervised Learning
Session 3A
Agentic Learning
Session 3B
Spatio-Temporal Learning
Session 3C
Reinforcement Learning
Session 3D
Contrastive Learning
Session 3E
DSFA: Time Series Processing
Session 1A
Large Language Model
Date
June 10, 2026
Time
10:20am-12:30pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Xiaomin Lin (University of South Florida)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 806 | Adaptive Beam Search with Shannon Entropy for Data-centric Reasoning in LLMs | Yoonji Kim (Yonsei University), Yujin Jeong (Yonsei university), Jieun Kim (Yonsei University), Sung-Bae Cho (Yonsei University) |
| 550 | GLLM-KT: A Graph-Incorporated Ultra-Small Large Language Model for Knowledge Tracing | Lianhong Wang (Hunan University), Guiyao Liu (Hunan University), Xiaoyao Li (Central South University of Forestry and Technology), Junyi Li (Hunan University), Xiaogang Zhang (Hunan University), Xiang Yin (Hunan University) |
| 662 | The Imitation Game: Evaluating Persona-Driven LLM Response Behavior in Web Surveys | Saijal Shahania (DZHW), Myra Spiliopoulou (Otto-von-Guericke-University Magdeburg), David Broneske (German Centre for Higher Education Research and Science Studies) |
| 415 | A Novel Hierarchical Multi-Agent System for Payments Using LLMs | Joon Kiat Chua (Singapore Management University), Donghao Huang (SMU), Zhaoxia WANG (SMU) |
| 321 | GPU Kernel Optimization Beyond Full Builds: An LLM Framework with Minimal Executable Programs | Ruifan Chu (Xi'an Jiaotong University), Anbang Wang (Xi'an Jiaotong University), Xiuxiu Bai (Xi'an Jiaotong University), Shuai Liu (Xi'an Jiaotong University), Xiaoshe Dong (Xi'an Jiaotong University) |
| 534 | SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards | Dengjia Zhang (Johns Hopkins University), Xiaoou Liu (Arizona State University), Lu Cheng (University of Illinois Chicago), Yaqing Wang (Purdue University (null), Google) (null), Kenton Murray (Johns Hopkins University), Hua Wei (Arizona State University) |
| 398 | MPRL: Multi-Perspective Reinforcement Learning for Enhancing Format Adherence Capability of Large Language Models | Bo Qian (Beijing Jiaotong University), Yuting Wu (Beijing Jiaotong University), Shuang Zeng (Peking University), Ziming Wang (Beijing Jiaotong University), Qiaochen Wang (TsingHua University) |
| 402 | Enhancing LLMs for Manufacturing Information Extraction | Subeen Park (Yonsei university), Hakyung Lee (KDB), Ryunyi Lee (Yonsei university), Hyo-won Suh (KAIST), Kyungwoo Song (Yonsei university) |
| 279 | Task Complexity Matters: An Empirical Study of Reasoning in LLMs for Sentiment Analysis | Donghao Huang (SMU), Zhaoxia WANG (SMU) |
| 832 | Conditional Contrastive Confidence-Based Uncertainty Quantification for LLMs | Yifan Zhang (University of Texas at Dallas), Yuzhe Ou (University of Texas at Dallas), Kangshuo Li (University of Texas at Dallas), Feng Chen (University of Texas at Dallas) |
| 768 | Online Domain-aware LLM Decoding for Continual Domain Evolution | Mohammad Abu-Shaira (The University of North Texas), Weishi Shi (University of North Texas) |
| 532 | MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information | Jiaxi Li (University of Georgia), Yucheng Shi (University of Georgia), Xiao Huang (The Hong Kong Polytechnic University), Jin Lu (University of Georgia), Ninghao Liu (Hong Kong Polytechnic University) |
| 481 | Whose Politics Do LLMs Represent? Uncovering Political Bias in LLMs' Latent Space | Rosa Rosmery Soto Ruidias (Australian National University), Bernardo Pereira Nunes (Australian National University), Thiago Nascimento da Silva (Australian National University) |
Session 1B
Anomaly Detection and Time Series
Date
June 10, 2026
Time
10:20am-12:30pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Jicong FAN (The Chinese University of Hong Kong (Shenzhen))
| Paper ID | Paper Title | Authors |
|---|---|---|
| 343 | AnomalyFilter: Selective Denoising Diffusion Model for Time Series Anomaly Detection | Kohei Obata (The University of Osaka), Zheng Chen (Osaka Univerisity), Yasuko Matsubara (Osaka University), Lingwei Zhu (University of Tokyo), Yasushi Sakurai (Osaka University) |
| 461 | Foundation Model-energized Anomaly Detection and Outlier Detection: A Survey | Feng Xiao (The Chinese University of Hong Kong, Shenzhen), Jicong Fan (The Chinese University of Hong Kong (Shenzhen)) |
| 509 | FIGDA: Feature Importance Guided Learning Model for Domain-Adaptive Anomaly Detection | Juhyun Seo (Konkuk University), Yegi Lee (ETRI), Kyoungro Yoon (Konkuk University) |
| 579 | Unsupervised Symbolic Anomaly Detection | MD Maruf Hossain (TU Dortmund University), Tim Katzke (TU Dortmund University), Simon Klüttermann (TU Dortmund), Emmanuel Müller (TU Dortmund University) |
| 804 | Graph Anomaly Detection Boundary Learning via Local and Global Structure Modeling | Yaoyang Li (Wuhan University), Qianyu Lin (Xiamen University Malaysia), Chenjun Liu (wuhan university), Mingkang Li (School of Computer Science，Wuhan University), Fu Lin (Wuhan University) |
| 827 | Are There Any Hidden Agents in Your Recommendations? Anomaly Detection via Structure Purification and Stability Verification | Yan Feng (Chang'an University), Zhihai Yang (Chang'an University), Kexin Li (Chang'an University), Yufei Ji (Chang'an University) |
| 529 | BatterySurAD: A Dataset for Anomaly Detection on Pouch-Type Reflective Battery Surfaces with Spatial Zone Annotations | Jiwon Park (Sungkyunkwan University), Dohwan Kim (KAIST), Bongseok Choi (Techwing), Giljun Lee (Sungkyunkwan University), Hayoung Oh (Sungkyunkwan University) |
| 248 | SDMC-Mamba: Steel Surface Defect Detection Based on DDIM Enhanced Mamba with Multi-Module Collaboration | Yujie Li (Guilin University of Electronic Technology), Haozhe Zhang (Guilin University of Electronic Technology), Ziming Wang (Taiyuan University) |
| 125 | NANSDE-Net: A NEURAL SDE FRAMEWORK FOR GENERATING TIME SERIES WITH MEMORY | Hiromu Ozai (Hiroshima University), Kei Nakagawa (Osaka Metropolitan University) |
| 377 | DDCG : Dual-granularity Dual-domain Collaborative Graph Neural Networks for Time Series Forecasting | Xie Chenggang (Chenggang Xie), Ting Deng (Beihang University), Yiqi Xiao (Beihang University), Ping Lu (Beihang University), Renzhao Liang (Beihang University) |
| 670 | VCDF: A Validated Consensus-Driven Framework for Time Series Causal Discovery | Gene Yu (Imperial College London), Ce Guo (Imperial College London), Wayne Luk (Imperial College London) |
| 673 | HPMixer: Hierarchical Patching for Multivariate Time Series Forecasting | Jung Min Choi (ISMLL, University of Hildesheim), Vijaya Krishna Yalavarthi (University of Hildesheim), Lars Schmidt-Thieme (Universität Hildesheim) |
| 761 | C2FFormer: Coarse-to-Fine Time Series Imputation via Autoregressive Transformer | Yan Qiao (Hefei University of Technology), Jiangqi Song (Hefei University of Technology), Jiaxuan Dong (Hefei University of Technology), Anchi Zhang (Hefei University of Technology), Zilong Hu (Hefei University of Technology), Meng Li (Hefei University of Technology) |
Session 1C
Recommendation System and Graph Learning
Date
June 10, 2026
Time
10:20am-12:30pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Maolin WANG (City University of Hong Kong)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 32 | Recommendation Systems Features: A Comprehensive Review | Amna Meddeb (ISITCOM), Lotfi Ben Romdhane (ISITCOM) |
| 179 | SGTRec: Integrating Spectral Encoding with Graph Neural Networks and Transformers for Recommendation | Sichan OH (Sungkyunkwan University), Byungmoon HEO (Sungkyunkwan University), Namjun LEE (Sungkyunkwan University), Seonah KIM (Sungkyunkwan University), Sejong Yoon (The College of New Jersey), Jaekwang KIM (Sungkyunkwan University) |
| 318 | LAPTG: Length-Aligned Attentive Prefix-Target Graph for Sequential Recommendation | Zhiqiang Yang (Nanjing University of Science and Technology), Pengfei Wang (GienTech Technology Co., Ltd.), Yanxin Zhang (University of Wisconsin-Madison), Boying Li (University of Wisconsin-Madison), Danlu Chen (China Tobacco Jiangsu Industrial Co., Ltd.), Xinguang Xiang (Nanjing University of Science and Technology), Xiaoyu Du (Nanjing University of Science and Technology) |
| 444 | Counteracting Popularity Bias Amplification in Bundle Recommendations with Latent Factor Constraints | Meng Sun (Wuhan University of Technology), Lin Li (Wuhan University of Technology), Ming Li (Wuhan University of Technology, York University), Dong Zhang (Wuhan University of Technology), Amran Bhuiyan (York University), Xiangji Huang (York University) |
| 815 | EQCKD: Enhanced Quantization with Contrastive Knowledge Distillation for Lightweight Sequential Recommendation | Xinrui Li (Zhejiang University), Hongye Yu (Zhejiang University), Zeng Yihui (Zhejiang University), Yingming Li (Zhejiang University) |
| 819 | Learning Multi-Aspect Item Palette: A Semantic Tokenization Framework for Generative Recommendation | Qijiong Liu (The Hong Kong Polytechnic University), Jieming Zhu (Huawei Noah's Ark Lab), Zhaocheng Du (Huawei Noah Ark Lab), Lu Fan (The Hong Kong Polytechnic University), Zhou Zhao (Zhejiang University), Xiao-Ming Wu (PolyU Hong Kong) |
| 332 | On Reasoning Behind Next Occupation Recommendation | Shan Dong (Singapore Management University), Palakorn Achananuparp (Singapore Management University), Hieu Hien MAI (Singapore Management University), Lei Wang (Singapore Management University), Yao Lu (Columbia University), Ee-Peng Lim (Singapore Management University) |
| 569 | Distillation-based Scenario-Adaptive Mixture-of-Experts for the Matching Stage of Multi-scenario Recommendation | Ruibing Wang (School of Mechanical Engineering, Northwestern Polytechnical University), Shuhan Guo (Tsinghua University), Haotong Du (Northwestern Polytechnical University), YAO Quanming (Tsinghua) |
| 591 | Graph-based Learning for Taxonomy Optimization | Riya Gupta (eBay), Arnab Dutta (eBay Inc) |
| 239 | ProvGrapher: A Top-K Approximate Tuple-Level Data Provenance Framework via Graph Neural Network | Dehua Chen (School of Computer Science and Technology, Donghua University, Shanghai, China), zhifen yang (Donghua University), Ziteng He (Donghua University) |
| 676 | Allocation of Shared Resources with Bounded Conflicts over Unit and Laminar Interval Graphs | Napendra Solanki (Indian Institute of Technology Ropar), Sushmita Gupta (The Institute of Mathematical Sciences, HBNI, Chennai), Shweta Jain (Indian Institute of Technology Ropar) |
| 180 | H^2RAG: A Hierarchical Knowledge and Hypergraph Reasoning Framework for Retrieval-Augmented Generation | Haodong Yang (Guangdong University of Finances and Economics), Liangju Huang (Guangdong University of Finance and Economics), Mengzhu Chen (Guangdong University of Finance and Economics), Jia Cai (Guangdong University of Finance and Economics) |
| 791 | Disentangling Style and Semantics for Calendar-Driven Text Generation: A Knowledge Graph-Guided Activation Steering Approach | Tanmay Shrivastava (IIT Bhilai), Aditya Bajpai (IIT Bhilai), Rajesh Mundotiya (IIT Bhilai), |
Session 1D
Bio-medical Learning
Date
June 10, 2026
Time
10:20am-12:30pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Haiquan Chen (California State Univ, USA)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 326 | HEIR-Nets: Hierarchical Ensemble with Inheritance-based Refinement Networks for Sperm Target Detection with Noisy Labels | Huiliang Lv (College of Computer Science and Software Engineering, Shenzhen University), Yang Zhao (College of Computer Science and Software Engineering, Shenzhen University), Xuan Yang (College of Computer Science and Software Engineering, Shenzhen University), Jihong Pei (College of Electronics and Information Engineering, Shenzhen University), Jiahui Wu (College of Life Sciences and Oceanography, Shenzhen University) |
| 350 | Empowering Contactless Sleep Health Monitoring with Multi-task Learning | Zeyu Long (Institute of Software, Chinese Academy of Science and University of Chinese Academy of Sciences), Beihong Jin (Institute of Software, Chinese Academy of Sciences), Siheng Li (Institute of Software, Chinese Academy of Sciences), Zhi Wang (Institute of Software, Chinese Academy of Sciences and University of Chinese Academy of Sciences), Xiaoyong Reng (The Second Affiliated Hospital of Xi'an Jiaotong University), Haiqin Liu (The Second Affiliated Hospital of Xi'an Jiaotong University) |
| 413 | TheSelective: Dual Affinity–Guided Diffusion for Selective Molecular Generation | Hyoungjoon Park (Yonsei University), Hwanhee Kim (Yonsei University), Seungyeon Choi (Yonsei University), Seungyong Lee (Yonsei University), Yoonju Kim (Yonsei University), Sanghyun Park (Yonsei University) |
| 455 | EmbryoCST: A Stage-Aware ResNet with Layered CNN-3D Swin Transformer for Embryo Stage Classification | Yang Zhao (College of Computer Science and Software Engineering, Shenzhen University), Xudong Li (College of Computer Science and Software Engineering, Shenzhen University), Zikang Cai (College of Electronics and Information Engineering, Shenzhen University), Jihong Pei (College of Electronics and Information Engineering, Shenzhen University), Xuan Yang (College of Computer Science and Software Engineering, Shenzhen University), Jiahui Wu (College of Life Sciences and Oceanography, Shenzhen University) |
| 631 | Unlearning Spurious Concepts Enhances the Robustness of Concept-based Explainable Models in Skin Cancer Diagnosis | Anh Le (RMIT International University), Andy Song (RMIT University), Karin Verspoor (RMIT University), Arthur Tang (RMIT University Vietnam) |
| 651 | SAM-3D-MSF: Parameter-Efficient Adaptation of Segment Anything Model for 3D Tooth CBCT Segmentation | Yifu ZHANG (National University of Defense Technology), Chun SHEN (National University of Defense Technology), Jianbing LI (National University of Defense Technology) |
| 664 | MultiADC: Advanced Antibody-Drug Conjugate Activity Prediction through Multi-scale Feature Fusion | Minghui Li (Huazhong university of science and technology), Yang Wu (Huazhong university of science and technology), Zikang Guo (Huazhong university of science and technology), Peijin Guo (Huazhong university of science and technology), Shengshan Hu (Huazhong university of science and technology), Shengqing Hu (Huazhong university of science and technology), Xiaoli Lan (Huazhong university of science and technology) |
| 668 | CALM-ECG: Toward Accurate and Explainable ECG Analysis through Deep Learning and Vision-Language Model Integration | Sileshi Nibret Zeleke (University of Bari, Department of Computer Science), Mario Bochicchio (University of Bari, Department of Computer Science), Aofei Chang (The Pennsylvania State University), Fenglong Ma (The Pennsylvania State University) |
| 792 | MetaGD-CAN: A Hybrid Generative–Discriminative Method for Cancer Detection in EHR Data | Yu-Hsiang Chang (National Cheng Kung University), Wei-Chun Tsai (National Cheng Kung University), Lo Pang-Yun Ting (National Cheng Kung University), Kun-Ta Chuang (National Cheng Kung University) |
| 812 | Tabular-to-Image Transformation for Transfer Learning on Heterogeneous Health Data | Sung Ahn (Seattle University), Wan Bae (Seattle University), Shayma Alkobaisi (United Arab Emirates University), Matthew Horak (Amazon AWS), Choon-sik Park (Soonchunhayang Bucheon Hospital), Sungroul Kim (Soonchunhayang University) |
| 641 | SGF-Net: Fusing SMILES, Graph, and Fingerprints for Molecular Property Prediction | Ting Liu (Nantong University), Linxing Zhu (Nantong University), Shu Jiang (Nantong University), Wei Zhang (Nantong University), Jiashuang Huang (Nantong University), Weiping Ding (Nantong University) |
| 401 | SegPPMTS: Unsupervised Segmentation for Pseudo-Periodic Medical Time Series | Jinxi Wang (The University of Melbourne), Ling Luo (The University of Melbourne), Uwe Aickelin (The University of Melbourne) |
| 842 | Graph-Based Diffusion Enables Interface-Aware Sequence–Structure Co-Design of Protein Complexes | Jing He (Fudan University), Weiguo Zheng (Fudan University), Bo Fu (Fudan University) |
Session 1E
DSFA: Multi-modality
Date
June 10, 2026
Time
10:20am-12:30pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Jiaheng Lu (University of Helsinki, Finland)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 167 | DynaMo3D: A Dynamic Mixture of SSM Experts Framework for 3D Point Cloud Detection | Qiankai Xi (Inner Mongolia University of Science and Technology), Zhixing Wang (Inner Mongolia University of Science and Technology), Jikai Zhang (Inner Mongolia University of Science and Technology) |
| 196 | EquiFashion: Hybrid GAN–Diffusion Balancing Diversity–Fidelity for Fashion Design Generation | Hieu Nguyen (FPT University), Khuong Tran (FPT), Phan Duy Hung (FPT University & Quantum AI & Cyber Security Institute, FPT Corporation, Hanoi, Vietnam) |
| 508 | MED-YOLO: A Medical Small Target Sperm Detection Framework Based on Cross-Scale Spatial Dynamic Attention | Zhenting Yang (College of Electronics and Information Engineering, Shenzhen University), Yang Zhao (College of Computer Science and Software Engineering, Shenzhen University), Jihong Pei (College of Electronics and Information Engineering, Shenzhen University), Xin Wang (China United Network Communications Group Corporation Limited), Xuan Yang (College of Computer Science and Software Engineering, Shenzhen University), Jiahui Wu (College of Life Sciences and Oceanography, Shenzhen University) |
| 598 | CadST : Correlation-aware Alignment and Disentanglement in Multi-modal Spatio-Temporal Traffic Prediction | Limei Liu (Monash University), Ben Duan (Monash university), Zhenliang Ma (KTH Royal Institute of Technology), Leizhen Wang (Monash University), Yibo Wang (Monash University), Jia Rong (Monash University) |
| 608 | RGS: Relation-Guided Graph State Network for Multimodal Emotion Recognition in Conversations | Juntao Wang (Kyushu University), Tsunenori Mine (Kyushu University) |
| 630 | Reducing Disparity in Aleatoric Uncertainty for Age Estimation from Facial Images | Ruhani Faiheem Rahman (UNC Charlotte), Zhe Fu (University of North Carolina at Charlotte), Depeng Xu (University of North Carolina at Charlotte), Xi (Sunshine) Niu (UNC Charlotte) |
| 678 | Human Pose Estimation in Videos Using the Concept of A PID Controller | Kim Yeeun (Sungkyunkwan University), LEE JONGMIN (Sungkyunkwan University), Jangwon Lee (SungKyunKwan University) |
| 666 | Comparative Analysis of Formula and Structure Prediction from Tandem Mass Spectra | Xujun Che (University of North Carolina at Charlotte), Depeng Xu (University of North Carolina at Charlotte), Xiuxia Du (University of North Carolina at Charlotte) |
| 688 | Surgical Tool Maneuvering via a Vision-Guided Improved Levenberg--Marquardt IK Model in Visually Unstructured Environments | Ramkumar Muthukrishnan (Robert Gordon University), Somasundar Kannan (Robert Gordon University), M S MEKALA (Robert Gordon University), Yafan Zhao (Robert Gordon University), Amir H Gandomi (Óbuda University), Radhakrishna Prabhu (Robert Gordon University) |
| 712 | NUSA: Drift-Aware Multimodal Authentication for Mobile Social Media | Eldar Jalilzade (Newcastle University), Lei Shi (Durham University) |
| 817 | GROFF: A Generative Restoration Model for Occluded Face Filling | Haoyun Xu (ShanghaiTech University), Zhiyu Wan (ShanghaiTech University), Yun Wei (University of Shanghai for Science and Technology) |
| 823 | HSGTCN:A Hybrid Semantic-Guided Transformer-CNN Network for Learned Image Compressed Sensing | zitong cheng (Shandong university), yunsen tang (shandong university), fenghua tong (Qilu university), ning liu (shandong university), qian li (Shandong university) |
| 851 | STEPS: Scene Text Editing with Preserved Style using Diffusion and Contrastive Style Encoding | Nicolas Thiebaut (Roblox) |
Session 2A
Federated Learning and Prompt Engineering
Date
June 10, 2026
Time
2:00pm-3:00pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Jyoti Prakash Sahoo (Independent Researcher)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 284 | A Survey on Advances of Foundation Models in Federated Learning | Shunan Zhu (The University of Tokyo), Jiawei Chen (The University of Tokyo), Hideya Ochiai (The University of Tokyo) |
| 843 | Federated Large Language Models: Current Progress and Future Directions | Yuhang Yao (Carnegie Mellon University), Jianyi Zhang (Duke University), Junda Wu (University of California San Diego), Chengkai Huang (The University of New South Wales), Yu Xia (University of California San Diego), Tong Yu (Adobe Research), Ruiyi Zhang (Adobe Research), Sungchul Kim (Adobe Research), Ryan Rossi (Adobe Research), Ang Li (University of Maryland College Park), Lina Yao (The University of New South Wales), Julian McAuley (University of California San Diego), Yiran Chen (Duke University), Carlee Joe-Wong (Carnegie Mellon University) |
| 490 | EarlyShield: Early-Stage Screening for Robust Personalized Federated Learning | Shixiong Li (University of Massachusetts Lowell), Xingyu Lyu (University of Massachusetts Lowell), Ning Wang (University of South Florida), Tao Li (Purdue University), Danjue Chen (North Carolina State University), Yidan Hu (Rochester Institute of Technology), Yimin Chen (University of Massachusetts Lowell) |
| 418 | RED: Rule Guided Prompt Engineering for Graph Data Imputation | Xinyao Huang (Huazhong Agricultural University), Jiang Hua (Huazhong Agricultural University), Michael Bewong (Charles Sturt University), Selasi Kwashie (Charles Sturt University), Hua Wang (Victoria University), Zaiwen Feng (Huazhong Agricultural University) |
| 581 | Diverse and Task-Specific Data Selection for Instruction Tuning | Juncheng Diao (Institute of Computing Technology, Chinese Academy of Sciences), Saiping Guan (CAS Key Laboratory of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences), Gaoyu Zhu (CAS Key Lab of Network Data Science and Technology, ICT, CAS), Jiafeng Guo (Institute of Computing Technology, Chinese Academy of Sciences), Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences) |
| 801 | Prompt-tuning with Attribute Guidance for Low-resource Entity Matching | Lihui Liu (University of Illinois at Urbana-Champaign), Carl Yang (Emory University) |
Session 2B
Label-aware Learning and Security
Date
June 10, 2026
Time
2:00pm-3:00pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Zhihao Hao (Beijing Technology and Business University)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 347 | Nonlinear Characteristic-Driven Partial Multi-Label Learning | fuyu qi (Qingdao University), Linqing Huang (Shanghai Jiao Tong University), jian feng (Qingdao University), Zhiyong Li (Qingdao University), Qingkai Bu (Qingdao University), Wenpeng Lu (Qilu University of Technology (Shandong Academy of Sciences)), Jinfu Fan (Qingdao University) |
| 349 | Partial Multi-Label Learning via Label Anchor Graph | fuyu qi (Qingdao University), Linqing Huang (Shanghai Jiao Tong University), Jian Feng (Qingdao University), Zhiyong Li (Qingdao University), Qingkai Bu (Qingdao University), Wenpeng Lu (Qilu University of Technology (Shandong Academy of Sciences)), Jinfu Fan (Qingdao University) |
| 258 | Probabilistic-Gap-Driven Relabeling Method for Positive-Negative-Unlabeled Learning with Label Selection Bias | Yuzhe Han (Zhejiang University), Peng Zhang (Zhejiang University) |
| 463 | Semantic Steer Chain: Efficient and Precise Black-Box Jailbreaking through Adaptive Approximation | Jiesen Long (Beijing Normal-Hong Kong Baptist University), Yisheng Zheng (Sun Yat-sen University), Jiayun Wu (Shanghai Jiao Tong University), Guojiao Zhao (Global College, Shanghai Jiao Tong University, Shanghai, China) |
| 778 | ASTRA: Adversarial Stealthy Trigger Reasoning Attacks for Black-Box LLMs | Seong-Gyu Park (Soongsil Univ.), Sohee Park (Soongsil Univ.), Daseon Choi (Soonsil Univ.) |
| 254 | TabTokWak: Token(less)-Value Watermarking for Tabular Foundational Models | Jeroen Galjaard (Delft University of Technology), Chaoyi Zhu (Delft University of Technology), Cornelis Bos (Delft University of Technology), Robert Birke (University of Turin), Pin-Yu Chen (IBM), Lydia Chen (Delft University of Technology) |
Session 2C
Feature Selection and Noise Handling
Date
June 10, 2026
Time
2:00pm-3:00pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Ashwini Kodipalli (PES University, India)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 111 | Unified Local and Global Structure Learning for Feature Selection | Xinjie Han (Guangxi Normal University), Cong Lei (Guangxi normal university), Yuhao Jiang (Guangxi Normal University), Jiayang Su (Hainan University), Shuyu Li (Guangxi Normal University), Guoqiu Wen* (Guangxi Normal University) |
| 320 | Dual Nonlinear Sparse Feature Selection Method | Pan Xie (Guangxi Normal University), Cong Lei (Sydney AI Centre, School of Computer Science, The University of Sydney), Shanwen Zhang (Guangxi Normal University), Shichao Zhang (Guangxi Normal University) |
| 340 | Dual Self-Expression Subspace Clustering with Multi-Scale Features and Structural Consistency Alignment | Yushan Peng (Chongqing Normal University), Ji Feng (Chongqing Normal University), Mingxun Xi (Chongqing Normal University), Yan Xu (Chongqing Normal University) |
| 535 | Schema-Agnostic Feature Extractor using LLM and Transformer for RUL Prediction | Ryosuke Takayama (NEC Corporation), Masanao Natsumeda (NEC corporation) |
| 605 | Noise-Aware Multi-inference Self-regulation for Self-supervised denoising | Nazmus Saqib (Jeju National University), Yeochan Yoon (Jeju national university), Joon-Min Gil (Jeju National University) |
| 256 | DENI: A Density-Enhanced Hybrid Sampling Framework with Neighborhood Information for Noisy Imbalanced Classification | Tian Tan (South China Agricultural University), Yuhong Xu (South China Agricultural University), Peijie Huang (South China Agricultural University) |
Session 2D
Distribution Shift and Evaluation
Date
June 10, 2026
Time
2:00pm-3:00pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Xudong WANG (The Chinese University of Hong Kong (Shenzhen))
| Paper ID | Paper Title | Authors |
|---|---|---|
| 406 | Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection | Shreen Gul (Missouri University of Science and Technology), Mohamed Elmahallawy (Washington State University), Ardhendu Tripathy, Sanjay Madria (Missouri University of Science and Technology, USA) |
| 154 | Subject Information Extraction for Novelty Detection with Domain Shifts | Yangyang Qu (EURECOM), Dazhi Fu (UESTC), Jicong Fan (The Chinese University of Hong Kong (Shenzhen)) |
| 434 | RectiCast: Rectifying Distribution Shift in Cascaded Precipitation Nowcasting | Fanbo Ju (Southeast University), Haiyuan Shi (Southeast University), Qingjian Ni (Southeast University) |
| 432 | Evaluation Metrics for Data Valuation Methods | Jicong Fan (The Chinese University of Hong Kong (Shenzhen)), Zhiyu Chen (The Chinese University of Hong Kong, Shenzhen) |
| 749 | Differentiable Zero-One Loss via Hypersimplex Projections | Camilo Gomez (University of Central Florida), Pengyang Wang (University of Macao), Liansheng Tang (University of Central Florida) |
| 371 | When +1% Is Not Enough: A Paired Bootstrap Protocol for Evaluating Small Improvements | Wenzhang Du (MUTIC) |
Session 2E
DSFA: Supervised Learning
Date
June 10, 2026
Time
2:00pm-3:00pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Yan Qiao (Hefei University of Technology)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 330 | Structure-Aware Adaptive Differential Privacy in Supervised Graph Sparsification | Jiaxuan Si* (Guangxi Normal University), Jinyan Wang (Guangxi Normal University), Linlin Su (Guangxi Normal University), Chenhao Guo (Guangxi Normal University), Liu Yang (Guangxi Normal University), Xiaohong Liu (Guangxi Normal University) |
| 502 | Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds? | Véronne Yepmo (IRIT), Julien Aligon (IRIT), Moncef Garouani (Bat. B Appt. 04), André Péninou (IRIT, UT2J), Olivier Teste (IRIT, University of Toulouse) |
| 583 | SOAR: Selective Oversampling Using Anomaly-based Decile Refinement for Multiclass Imbalanced Problems | Supanigarn Munkhong (Chulalongkorn University), Krung Sinapiromsaran (Chulalongkorn University), Natthawut Kertkeidkachorn (Japan Advanced Institute of Science and Technology (JAIST)) |
| 737 | A Regime-Aware Fusion Framework for Time Series Classification | Honey CHAUHAN (UoB), Honey CHAUHAN (University of Bristol), Zahraa Abdallah (University of Bristol) |
| 750 | On Imbalanced Regression with Hoeffding Trees | Pantia-Marina Alchirch (University of Oklahoma), Dimitrios Diochnos (The University of Oklahoma) |
| 818 | Q-Matrix Completeness and Annotation Strategies: A Comparative Study of Knowledge Tracing Architectures | Liu Cheng Lee (Kyushu University), Yutaka Arakawa (Kyushu University), Tsunenori Mine (Kyushu University) |
Session 3A
Agentic Learning
Date
June 10, 2026
Time
4:20pm-5:00pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Quanming Yao (Tsinghua)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 790 | From Informal Descriptions to Formal MILP Models through a Multi-agent Approach with Structured Knowledge Integration | Jyotheesh Gaddam (Deakin University), Qingyang Li (The University of Melbourne), Lele Zhang (The University of Melbourne), Bahadorreza Ofoghi (Deakin University), Diego Molla-Aliod (Macquarie University) |
| 625 | LLM-Guided Role Assignment and Coordination in Multi-Agent Reinforcement Learning | Wei Xiong (Institute of Software Chinese Academy of Sciences), Tingrui Yang (Institute of Software Chinese Academy of Sciences), Yong Heng (Beijing Institute of Electronic System Engineering), Jiebo Chen (Beijing Institute of Electronic System Engineering), Qian Gao (Beijing Institute of Electronic System Engineering), Shengze Shi (Institute of Software Chinese Academy of Sciences), Jun Hu (Institute of Software Chinese Academy of Sciences) |
| 544 | Opportunities for AutoML in the Agentic Era | Zhenqian Shen (Tsinghua university), Kelly Chandra Wijaya (Tsinghua university), Quanming Yao (Tsinghua university) |
| 300 | Beyond Single AI: The Rise of Multi-Agent Orchestration - A Survey on Bias, Privacy, Robustness, and Interpretability | Victor Vargas Arce (University of North Carolina at Charlotte), Farsheed Haque (University of North Carolina at Charlotte), Depeng Xu (University of North Carolina at Charlotte), Xi Niu (University of North Carolina at Charlotte), Shuhan Yuan (Utah State University) |
Session 3B
Spatio-Temporal Learning
Date
June 10, 2026
Time
4:20pm-5:00pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Yuxuan LIANG (HKUST (Guangzhou))
| Paper ID | Paper Title | Authors |
|---|---|---|
| 98 | TARP: An Effective and Efficient Route Prediction Method via Uncertainty-aware Traffic Imputation and Divide-and-Conquer Inference | Xingyu Xian (Beijing Jiaotong University), Xiaowei Mao (Beijing Jiaotong University), Yang Jiang (Beijing Jiaotong University), Tingrui Wu (Beijing Jiaotong University), Shengnan Guo (Beijing Jiaotong University), Youfang Lin (Beijing Jiaotong University), Huaiyu Wan (Beijing Jiaotong University) |
| 837 | LLM-SATPOI: A Semantic-Aligned Large Language Model with Temporal Modeling for Next POI Recommendation | Xuelin Zhang (Zhengzhou University), Meng Zhang (State Key Laboratory of Mathematical Engineering and Advanced Computing), Xiangyang Luo (State Key Laboratory of Mathematical Engineering and Advanced Computing) |
| 695 | Using Text-Based Life Trajectories from Swedish Register Data to Predict Residential Mobility with Pretrained Transformers | Philipp Stark (Lund University), Alexandros Sopasakis (Lund University), Ola Hall (Lund University), Markus Grillitsch (Lund University) |
| 77 | ShipTraj-R1: Reinforcing Ship Trajectory Prediction in Large Language Models via Group Relative Policy Optimization | Yang Zhan (Northwestern Polytechnical University), Yunhao Li (Wuhan University), Chao Zhang (WUHAN UNIVERSITY), Yuxu Lu (Hong Kong Polytechnic University), Yan Li (Wuhan University) |
Session 3C
Reinforcement Learning
Date
June 10, 2026
Time
4:20pm-5:00pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Shridhar B.Devamane (MS Engineering College, Bengaluru)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 466 | Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems | Théo Zangato (Université Sorbonne Paris Nord), Aomar Osmani (Insa Rouen), Pegah Alizadeh (Université Sorbonne Paris Nord) |
| 871 | A Path Value-aware Reinforcement Learning Method for Knowledge Graph Question Answering | Zifang Tang (Beijing University of Technology), Tong Li (Beijing University of Technology), Yiting Wang (Beijing University of Technology), Yani Yang (Beijing University of Technology), Zhen Yang (Beijing University of Technology) |
| 464 | AutoPrep-MM: Reinforcement Learning for Multimodal Data Preprocessing with Graph-based Interaction Modeling | Jing Chang (Shenzhen University), Chang Liu (Shenzhen University), Jinbin Huang (Shenzhen University) |
| 840 | Harnessing the Power of Reinforcement Learning for Language-Model-Based Information Retriever via Query-Document Co-Augmentation | Jingming Liu (Zhejiang University), Yumeng Li (Zhejiang University), Wei Shi (Meituan), Yao-Xiang Ding (Zhejiang University), Hui Su (Meituan), Kun Zhou (Zhejiang University) |
Session 3D
Contrastive Learning
Date
June 10, 2026
Time
4:20pm-5:00pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Vinti Agarwal (Birla Institute of Technology And Science, Pilani India)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 427 | Divergence-Based Similarity Function for Multi-View Contrastive Learning | JaeHyoung Jeon (Seoul National University), Cheolsu Lim (Seoul National University), Myungjoo Kang (Seoul National University) |
| 120 | When SpikeKANFormer meets Angular contrastive learning | Liangjin Liu (Sichuan University), Siwen Deng (Sichuan University), Zhengzhong Zhu (Sichuan University), Pei Zhou (Sichuan University) |
| 76 | Spatio-temporal Context-aware Web Service QoS Prediction via Contrastive Learning | xiang mao (anhui university), yu zhang (anhui university), xiaoyao zheng (anhui normal university), yiwen zhang (anhui university) |
| 329 | SEEDS: Curriculum-Driven Adaptive Regression Contrastive Learning for Robust Evidence-based Depression Severity Classification | Tu-Phuong Mai (VNU University of Engineering and Technology), Duy-Cat Can (Lausanne University Hospital), Hoang-Quynh Le (University of Engineering and Technology) |
Session 3E
DSFA: Time Series Processing
Date
June 10, 2026
Time
4:20pm-5:00pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Zahraa S. Abdallah (University of Bristol, UK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 131 | Self-Supervised Learning for Time Series Classification via Redundancy Reduction and Wavelet-based Data Augmentation | Daravichet Tin (University of New South Wales), Hassan Habibi Gharakheili (University of New South Wales), Gustavo Batista (UNSW) |
| 176 | Mixing It Up: Exploring Mixer Networks for Irregular Multivariate Time Series Forecasting | Christian Klötergens (Information Science and Machine Learning Lab University of Hildesheim), Vijaya Yalavarthi (Information Science and Machine Learning Lab University of Hildesheim), Tim Dernedde (Information Science and Machine Learning Lab University of Hildesheim), Lars Schmidt-Thieme (Information Science and Machine Learning Lab University of Hildesheim) |
| 565 | Bridging Statistical Seasonality and Diffusion-based Deep Learning for Multivariate Time Series Forecasting | Sarinna Maplook (Hiroshima University), Koji Eguchi (Hiroshima University) |
| 781 | Hybrid Time Series Diffusion Model and Conformal Prediction for Incomplete Time Series | Ryu Shirakami (Deloitte Touche Tohmatsu LLC), Shunsuke Hirose (Deloitte Touche Tohmatsu LLC), Koh Takeuchi (Kyoto University) |
Day 3: June 11, 2026 (Thu)
10 sessions
Session 4A
Large Language Model, Distillation and Language Model
Session 4B
Classification/Prediction and Ensemble
Session 4C
Explainable AI and Causality/Correlation
Session 4D
Graph Learning and Clustering
Session 4E
DSFA: Retrieval and Ranking
Session 5A
Large Language Model and Reasoning
Session 5B
Time Series and Graph Learning
Session 5C
Neuro-Symbolic Learning, Data Pre-processing and QA
Session 5D
Deep Learning
Session 5E
DSFA: Adversarial Attacks & Defense
Session 4A
Large Language Model, Distillation and Language Model
Date
June 11, 2026
Time
9:30am-11:00am
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Hongyang Yang (Columbia University)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 48 | DIALEVAL: Automated Type-Theoretic Evaluation of LLM Instruction Following | Nardine Basta (Macquarie University), Mohamed Ali Kaafar (Macquarie University and CSIRO-Data61) |
| 191 | Adapter-Only Bridging of Frozen Speech Encoder and Frozen LLM for ASR | Junseok Oh (Sogang University), Ji-Hwan Kim (Sogang University) |
| 226 | Improving Uncertainty Quantification and Knowledge-Intensive Routing via Query Understanding in Large Language Models | Myeong-Cheol Kang (Electronics and Telecommunications Research Institute), Jin Seong (Electronics and Telecommunications Research Institute), Jong-hun Shin (Electronics and Telecommunications Research Institute), Soojong Lim (Electronics and Telecommunications Research Institute), Oh-Woog KWON (Electronics and Telecommunications Research Institute) |
| 702 | Towards Unveiling Vulnerabilities of Large Reasoning Models in Machine Unlearning | Aobo Chen (Iowa State University), Chenxu Zhao (Iowa State University), Chenglin Miao (Iowa State University), Mengdi Huai (Iowa Sate University) |
| 713 | Memory in LLM-based Multi-agent Systems: Mechanisms, Challenges, and Collective Intelligence | Shanglin Wu (Emory University), Kai Shu (Emory University) |
| 431 | Mixture-of-Adapters with Routed Distillation: Unsupervised Expert Routing for Efficient Multi-Task LoRA | Ali Braytee (University of Technology Sydney), Guanqi Cheng (UTS), Husam Al-Najjar (University of Technology Sydney), Ali Anaissi (The University of Sydney) |
| 566 | FedCKD: A Knowledge Distillation Approach to Cross-client Learning in Federated Learning with Label-exclusive Datasets | Minh Châu Lê (University of Engineering and Technology), Tram Truong-Huu (Singapore Institute of Technology), Hoang-Quynh Le (University of Engineering and Technology), Duc-Trong Le (University of Engineering and Technology, Vietnam National University, Hanoi) |
| 476 | Uncertainty-aware Language Guidance for Concept Bottleneck Models | Yangyi Li (Iowa State University), Mengdi Huai (Iowa Sate University) |
| 617 | DrIM: Context-Driven Nearest Neighbor Imputation using Language Representation | Jaesung Lim (Department of Statistics and Data Science, University of Seoul), Seunghwan An (Incheon National University), Jong-June Jeon (University of Seoul) |
Session 4B
Classification/Prediction and Ensemble
Date
June 11, 2026
Time
9:30am-11:00am
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Kyoungok Kim (Seoul National University of Science and Technology)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 642 | HiMoE-CCTC: A Hierarchical Mixture-of-Experts Framework for Citizen Complaint Text Classification | Jialing He (Beijing Information Science and Technology University), Li Li (Beijing Information Science and Technology University), Jiahe Liu (Beijing Information Science and Technology University), Yanming Gong (Beijing Institute of Technology) |
| 772 | ModTGCN: Modularity-aware Graph Neural Networks for Text Classification | Rajarshi Misra (BITS Pilani), Aditya Sharma (Birla Institute of Technology Pilani), Vinti Agarwal (BITS PILANI), Hari Om Aggrawal (University of Luebeck) |
| 805 | From Soft Logic to Hard Rules: A Differentiable Boolean Framework for Interpretable and Balanced Classification | Jiayu Xue (Dalian Minzu University), Bowen Shen (Dalian Minzu University), Haoran Liu (Chongqing University of Posts and Telecommunications), Shuo Guan (Northeastern University), Lijing Wei (Dalian Minzu University), Hejia Cao (Dalian Minzu University), Yuangang Wang (Dalian Minzu University) |
| 841 | Sequence-to-Image Transformation for Sequence Classification Using Rips Complex Construction and Chaos Game Representation | Sarwan Ali (Georgia State University), Taslim Murad (Institute of Business Administration), Imdad Ullah Khan (Lahore University of Management Sciences) |
| 747 | Hierarchical Graph-Language Models for Sequential Sentence Classification | Phuong Nguyen (New Mexico State University), Tuan Le (New Mexico State University), Julian McAuley (UCSD) |
| 862 | TabCL: Continual Malware Classification with Tabular-Aware Generation | Jimin Park (Ewha womans university), Haeseung Jeon (Ewha Womans University), Ahyun Ji (Ewha Womans University), Aritran Piplai (The University of Texas at El Paso), Mohammad Saidur Rahman (University of Texas at El Paso), Se Eun Oh (Ewha Womans University) |
| 830 | Physics-Guided Knowledge Graphs for Verifiable Wildfire Prediction | Nahed Abu Zaid (North Carolina State university), Ranga Raju Vatsavai (North Carolina State University) |
| 774 | POF-HG: Fusion of Public Opinion Field Effect and Heterogeneous Hypergraph for Information Diffusion Prediction | Wei Yang (Nanjing University of Aeronautics and Astronautics), Ji Zhang (University of Southern Queensland), Zhao Li (Hangzhou Yugu Technology), Yude Bai (Tiangong university), Jia Wang (Xi'an Jiaotong-Liverpool University) |
| 578 | Tri-ABL: Enhancing ABL Using Three Learners | Yanxiao Huang (Nanjing University), Haoyuan He (Nanjing University), Ming Li (Nanjing University) |
Session 4C
Explainable AI and Causality/Correlation
Date
June 11, 2026
Time
9:30am-11:00am
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Qian Li (Curtin University, Perth, Australia)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 669 | On the Factual Consistency of Text-based Explainable Recommendation Models | Ben Kabongo (Sorbonne Université), Vincent Guigue (AgroParisTech) |
| 807 | GlassMol: Interpretable Molecular Property Prediction with Concept Bottleneck Models | Oscar Rivera (Northwestern University REAL Lab), Ziqing Wang (Northwestern University REAL Lab), Matthieu Dagommer (AbbVie), Abhishek Pandey (AbbVie), Kaize Ding (Northwestern University REAL Lab) |
| 762 | X-MAP: eXplainable Misclassification Analysis and Profiling for Spam and Phishing Detection | Qi Zhang (Virginia Tech), Dian Chen (Virginia Tech), Lance Kaplan (U.S. Army DEVCOM Army Research Laboratory), Audun Jøsang (University of Oslo), Dong Hyun Jeong (University of the District of Columbia), Feng Chen (University of Texas at Dallas), Jin-Hee Cho (Virginia Tech) |
| 312 | EXCODER: EXplainable Classification Of DiscretE time series Representations | Yannik Hahn (Chair of Technologies and Management of Digital Transformation, University of Wuppertal), Antonin Königsfeld (University of Wuppertal), Hasan Tercan (University of Wuppertal), Tobias Meisen (University of Wuppertal) |
| 869 | ReForest: Interpretability Meets Reasoning in Isolation Forest | Juyoung Seo (Sungkyunkwan University), Geonwoo Bang (sungkyunkwan university), Dongho Kim (Sungkyunkwan University), Moohong Min (Sungkyunkwan University) |
| 681 | Explainable Cognitive Task Classification in Pediatric EEG Using CPCC-Based Functional Connectivity Images | Jinkwon Lee (Sungkyunkwan university), Seohyeon Hong(Sungkyunkwan University), Hayoung Oh (Sungkyunkwan University) |
| 743 | Towards Learning Nonlinear Multivariate Correlations in Tabular Data | Samuel Stocksieker (Institut de Mathématiques de Marseille / Aix-Marseille University), Denys Pommeret (Institut de Mathématiques de Marseille / Aix-Marseille University / CNRS) |
| 826 | Interpretable Prediction of Alzheimer's Disease via Neural Granger Causality Discovery | Jinyang Xie (Donghua university), Qiao Pan (Donghua University), Ch Dehua (Dhu), Mei Wang (Donghua University) |
| 494 | HIGR: Hierarchical Iterative Graph Reasoner for Document-Level Event Causality Identification | Jianwei Ni (East China University of Science and Technology), Yi Guo (ECUST), Jiaojiao Fu (East China University of Science and Technology) |
Session 4D
Graph Learning and Clustering
Date
June 11, 2026
Time
9:30am-11:00am
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Renchi YANG (HKBU)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 56 | Estimating Subgraph Importance with Structural Prior Domain Knowledge | Changhyun Kim (University of Seoul), Seunghwan An (Incheon National University), Jong-June Jeon (University of Seoul) |
| 85 | Enhancing Graph Neural Networks with Adaptive Relation Learning via Variational Inference | Juyeob Lee (Sungkyunkwan University), Yunho Jeong (Sungkyunkwan University), Serin Kim (Sungkyunkwan University), Dayeon Han (Sungkyunkwan University), Eunil Park (Sungkyunkwan University) |
| 108 | Boosting Black-box Graph Reconstruction Attacks via Adjacency Relationship Recovery of Representative Nodes | Xinyu Jiang (Shenzhen University), QIAO YAN (SHENZHEN UNIVERSITY) |
| 557 | Subgraph Plug-in Boosts up Graph Neural Networks | Hyung-jun Moon (Hyung-jun), Sung-Bae Cho (Yonsei University) |
| 656 | Anomaly Edge Detection in Dynamic Graphs Based on Hyperbolic Graph Neural Networks | Jing He (Yunnan university), Lin Chen (Yunnan University) |
| 661 | Risk-Aware Skill-Coverage Hybrid Workforce Configuration on Social Networks | Hui-Ju Hung (National Central University), Guang-Siang Lee (Academia Sinica), Chia-Hsun Lu (National Tsing Hua University), Chih-Ya Shen (National Tsing Hua University), De-Nian Yang (Academia Sinica) |
| 370 | Self-Weighted Contrastive Fusion for Deep Multi-View scRNA-seq Clustering | Feiyu Chen (Chongqing Normal University), Zihao Feng (chongqing normal university), Zhongyang Zhou (Chongqing Normal University), Bin Tang (Chongqing Normal University), Shangshang Zhao (College of Computer and Information Science, Chongqing Normal University, Chongqing, China) |
| 760 | Clustering Ensembles: A Data Perspective Survey | Wenjun He (Shanxi University), Yan Chen (Taiyuan University of Technology), Peng Zhou (Anhui University), Liang Du (Shanxi University) |
| 793 | CSP-HEIDI - Visualising Closest Subspace Points in R^d clusters and classes | Tanish Gupta (International Institute of Information Technology, Hyderabad), Kamalakar Karlapalem (IIIT hyderabad) |
Session 4E
DSFA: Retrieval and Ranking
Date
June 11, 2026
Time
9:30am-11:00am
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Harry Kai-Ho Chan (University of Sheffield)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 115 | Compositional Concept-Based Neuron-Level Explanations for Deep Reinforcement Learning | Zeyu Jiang (Beijing University of Posts and Telecommunications), Hai Huang (Beijing University of Posts and Telecommunications), Xingquan Zuo (Beijing University of Posts and Telecommunications) |
| 165 | Multimodal Fake News Detection: Integrating Text and Social Network Information | Quoc-Viet Nguyen (National Central University), Xiao-Chi Chen (National Central University), Khanh-Duy Nguyen (National Central University), MIn-Te Sun (National Central University), Wu-Yuin Hwang (National Dong Hwa University), Kazuya Sakai (Tokyo Metropolitan University), Wei-Shinn Ku (Auburn University) |
| 200 | Beyond Semantics: Exploring Context Ranking under Knowledge Conflicts | Sanghyeon Cho (Electronics and Telecommunications Research Institute), Myeongjin Lee (Electronics and Telecommunications Research Institute), Jeong Heo (Electronics and Telecommunications Research Institute), Jong-hun Shin (Electronics and Telecommunications Research Institute), Kiyoung Lee (Electronics and Telecommunications Research Institute), Soojong Lim (Electronics and Telecommunications Research Institute) |
| 208 | SIMC: LLM-Driven Generative Recommendation with Semantic Item Modeling and Constraints | Minghao Chen (Tencent), Jiale Zheng (Huawei) |
| 246 | Adaptive Multi-Platform Multi-Behavior Contrastive Learning for Enhanced E-commerce Recommendation | Bo Ma (Peking University), Luyao Liu (China University of Political Science and Law), Xin Zhang (Peking University), XiaoFan Gui (Peking University), Hang Li (Peking University) |
| 542 | C³: Capturing Consensus with Contrastive Learning in Group Recommendation | Soyoung Kim (Department of Applied Artificial Intelligence, Sungkyunkwan University), Dongjun Lee (Sungkyunkwan University), Jaekwang KIM (Sungkyunkwan University) |
| 560 | Fourier Neural Operator on Implicit Points for PDE surrogate modeling | Jiyan Qiu (Computer Network Information Center, Chinese Academy of Sciences), Pengcheng Shi (Computer Network Information Center, Chinese Academy of Sciences), Wu Yuan (Computer Network Information Center, Chinese Academy of Sciences), Jian Zhang (Computer Network Information Center, Chinese Academy of Sciences), Xuebin Chi (Computer Network Information Center, Chinese Academy of Sciences) |
| 698 | ExpaRank: A Multi-dimensional Contribution-aware Method for Passage Re-ranking | Hengyu Sun (Beijing University of Technology), Tong Li (Beijing University of Technology), Zifang Tang (Beijing University of Technology), Zhen Yang (Beijing University of Technology), |
| 789 | nCLEAR: Nonlinear Coupled Latent Embedding for Cross-Sectional Asset Returns | Bhaskar Goswami (New Jersey Institute of Technology), Ajim Uddin (New Jersey Institute of Technology), Dantong Yu (New Jersey Institute of Technology) |
Session 5A
Large Language Model and Reasoning
Date
June 11, 2026
Time
11:50am-1:00pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Arijit Khan (Bowling Green State University)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 715 | RLKGC: Reinforcement Learning Retrieval with Large Language Models for Knowledge Graph Completion | Urshi Barua Teya (Wayne State University), Kai Shu (Emory University), Suzan Arslanturk (Wayne State University), Sorin Draghici (Wayne State University), Lihui Liu (Wayne State University) |
| 726 | Smart Trial: Evaluating LLMs for Recruiting Clinical Trial Participants on Social Media | xiaofan zhou (university of illinois at chicago), Zisu Wang (Colorado State University), Janice Krieger (Mayo Clinic), Mohan Zalake (university of illinois at chicago), Lu Cheng (university of illinois at chicago) |
| 736 | MACA: A Framework for Distilling Trustworthy LLMs into Efficient Retrievers | SATYA SWAROOP GUDIPUDI (JP Morgan Chase), Sahil Girhepuje (JP Morgan Chase), Ponnurangam Kumaraguru (IIIT), Kristine Ma (JP Morgan Chase) |
| 647 | A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data and LLMs Perspective | huaming Du (Southwestern University of Finance and Economics), Cancan Feng (Chengdu University), Yuqian Lei (Universität Hamburg), Chenyang ZHANG (The University of Hong Kong), Guisong Liu (Southwestern University of Finance and Economics), Gang Kou (Southwestern University of Finance and Economics), Carl Yang (Emory University), Yu Zhao (Southwestern University of Finance and Economics) |
| 492 | Selective Forgetting for Large Reasoning Models | Tuan Le (Iowa State University), Wei Qian (Iowa State University), Mengdi Huai (Iowa Sate University) |
| 458 | Enhancing Financial Reasoning via Program-of-Thought Learning | Kelvin Du (DBS Bank Ltd), Hong Xiang Liong (DBS Bank Ltd), Basil Yap (DBS Bank Ltd), Shikhar Saxena (DBS Bank Ltd), Durga Naga Venkata Ramarao Alamuri (DBS Bank Ltd), Rajanikanth Annam (DBS Bank Ltd) |
| 814 | Evaluating Social Bias in RAG Systems: When External Context Helps and Reasoning Hurts | Shweta Parihar (University of Illinois at Chicago), Lu Cheng (University of Illinois Chicago) |
Session 5B
Time Series and Graph Learning
Date
June 11, 2026
Time
11:50am-1:00pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
M S Mekala (Robert Gordon University, UK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 156 | A VMD-Prior-guided Adaptive Learning Method for Multi-step Industrial Time Series Forecasting | Zhenya Chen (Qilu University of Technology), Yameng Zhang (Qilu University of Technology), Ming Yang (Qilu University of Technology), Xuguo Jiao (Qingdao University of Technology), Xiaoming Wu (Qilu University of Technology), Xin Wang (Qilu University of Technology) |
| 555 | TS-Unlearn: A Dual-Objective Unlearning Framework for Time Series Forecasting | Ziyi Wang (Shanghai Jiaotong University), Lixing Chen (Shanghai Jiao Tong University), Zhongqi Miao (Shanghai Jiao Tong University), Junhua Tang (Shanghai Jiao Tong University), Yang Bai (Shanghai Jiao Tong University), Jianhua Li (Shanghai Jiao Tong University) |
| 829 | SenTS: A Unified Time-Spectral Modeling Framework with Periodic Regularization for Sensing Behavior Discrimination | Ruping Zou (the School of Data Science and Artificial Intelligence, Chang’an University.), Zhihai Yang (the School of Data Science and Artificial Intelligence, Chang’an University.), Jiaxin Ma (the School of Data Science and Artificial Intelligence, Chang’an University.), Kexin Li (the School of Data Science and Artificial Intelligence, Chang’an University.) |
| 689 | Graph Representation Learning with Laplacian Pyramid Residuals for Graph Classification | Tae-Hwan Kim (Yonsei University), Sung-Bae Cho (Yonsei University) |
| 724 | Node2Graph: Diagnosing Task Unification in Graph Learning | Neelam Akula (UT Dallas), Varun Shiralkar (UT Dallas), Baris Coskunuzer (University of Texas at Dallas) |
| 857 | PallasGNN: Curriculum-Based Pattern Mining for Robust GNNs | Kaiwen Xia (National University of Defense Technology), Huijun Wu (National University of Defense Technology), Min Xie (National University of Defense Technology), Ruibo Wang (National University of Defense Technology), Wenzhe Zhang (National University of Defense Technology), Zhenwei Wu (National University of Defense Technology), Yong Dong (National University of Defense Technology) |
| 265 | HERGC: Heterogeneous Experts Representation and Generative Completion for Multimodal Knowledge Graphs | Yongkang Xiao (University of Minnesota), Rui Zhang (University of Minnesota) |
Session 5C
Neuro-Symbolic Learning, Data Pre-processing and QA
Date
June 11, 2026
Time
11:50am-1:00pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Shridhar B.Devamane (MS Engineering College, Bengaluru)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 316 | Neural-Symbolic Logic Query Answering in Non-Euclidean Space | Lihui Liu (University of Illinois at Urbana-Champaign) |
| 453 | Neuro-Symbolic Learning for Predictive Process Monitoring via Two-Stage Logic Tensor Networks with Rule Pruning | Fabrizio De Santis (University of Parma), Gyunam Park (Eindhoven University of Technology), Francesco Zanichelli (University of Parma) |
| 690 | Learning Bloom Filters: A Review | Paul Walther (Technical University of Munich), Martin Werner (TU München) |
| 96 | Cross-domain Aspect Sentiment Triplet Extraction Based on Generative Data Augmentation and Pseudo-label Optimization | Zhou Zou (School of Computer Science and Artificial Intelligence, Hubei Provincial Key Laboratory of Green Intelligent Computing Power Network), Jianxia Chen (Hubei University of Technology), Long Yang (Hubei University of Technology), Ninglong Ding (Hubei University of Technology), Liang Xiao (Hubei University of Technology), Zhongwei Huang (Hubei University of Technology) |
| 440 | DeltaAug: A Directional Semantic Data Augmentation Framework Guided by Differential Reasoning | Wenhao Chen (Peking University), He Li (Peking University), Gang Shen (China Tower Corporation Limited), Wenjun Ma (China Tower Corporation Limited), Rundong Cao (China Tower Corporation Limited), Guojie Song (Peking University) |
| 234 | DependencyRAG: Dependency-guided RAG for Multi-hop Question Answering | Mengze Wang (Xi'an Jiaotong University), Yefeng Yong (SHMEEA), Meiyi Dong (SHMEEA), Ying Chen (SHMEEA), Wei Huang (SHMEEA), Huan Liu (Xi’an Jiaotong University) |
| 786 | AEGI: Anchor Event Guided Inference for TKGQA | Yuqing FU (City University of Hong Kong), Yimin DENG (City University of Hong Kong), Yejing WANG (City University of Hong Kong), Li ZHU (Xi'an Jiaotong University), Xueming QIAN (Xi'an Jiaotong University), Guoshuai ZHAO (Xi'an Jiaotong University), Xiangyu ZHAO (City University of Hong Kong) |
Session 5D
Deep Learning
Date
June 11, 2026
Time
11:50am-1:00pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Ashwini Kodipalli (PES University, India)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 426 | Rethinking Unlearnable Examples in Machine Unlearning | Chenxu Zhao (Iowa State University), Wei Qian (Iowa State University), Chenglin Miao (Iowa State University), Mengdi Huai (Iowa Sate University) |
| 627 | ContinualCropBank: Object-Level Replay for Semi-Supervised Online Continual Object Detection | Lucas Tsutsui da Silva (University of New South Wales), Gustavo Batista (UNSW) |
| 507 | MJOS: A Multi-Stage Joint Optimization Strategy for Convolutional Neural Network Compression | Enze Zhu (China University of Geosciences, Wuhan), Junfeng Yan (China University of Geosciences, Wuhan), Derun Gan (China University of Geosciences, Wuhan), Guangzhi Qu (Oakland University), Feng Zhang (China University of Geosciences, Wuhan) |
| 751 | Efficient Inference for Flow Matching via Unified Path CFG | Kosuke Ukita (Kyushu Institue of Technology), Tsuyoshi Okita (Kyushu Institute of Technology) |
| 59 | A hierarchy tree data structure for behavior-based user segment representation | Yang Liu (Meta) |
| 209 | PAED: Physics-Anchored and Emotion Disentangled Memory Diffusion for Talking Face Generation | Chuwen Zhang (Stony Brook University), Xingchu Zhang (Tianjin Univerisity), Rui Mao (Zhongnan University), Zehao Deng (Soochow University) |
| 632 | ELC U-Mamba: Efficient Linear-Chunked Mamba for Coal Microscopic Image Segmentation | Hui Ding (Capital Normal University), Ouli Luo (Institute of Microelectronics of The Chinese Academy of Sciences), Fanqian Meng (Institute of Microelectronics of The Chinese Academy of Sciences), Guoping Huo (China University of Mining and Technology-Beijing) |
Session 5E
DSFA: Adversarial Attacks & Defense
Date
June 11, 2026
Time
11:50am-1:00pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Sanjay Madria (Missouri University of Science and Technology, USA)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 91 | Automated Multiple-Choice Question Generation: A Survey from a KDDM Perspective | Nan Mu (Kyushu University), Tsunenori Mine (Kyushu University) |
| 235 | A Review of Human-Centric Evaluation of Cultural Biases in Indic Languages in LLMs: Rethinking Research Directions | Azmine Toushik Wasi (Shahjalal University of Science and Technology), Omid Reza Heidari (Concordia University), MD Mohaymen Ul Anam (Islamic University of Technology), Abdur Rahman (Shahjalal University of Science and Technology), Amit Agarwal (Oracle), Hitesh Laxmichand Patel (Oracle), Bhargava Kumar (TD Securities), Taki Hasan Rafi (Hanyang University), Dong-Kyu Chae (Hanyang University) |
| 473 | Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Model Poisoning Attacks | Xingyu Lyu (University of Massachusetts Lowell), Ning Wang (University of South Florida Accounts Payable), Shixiong Li (University of Massachusetts Lowell), Yidan Hu (Rochester Institute of Technology Rochester), Yimin Chen (University of Massachusetts Lowell) |
| 517 | Joint Universal Adversarial Perturbations with Interpretations | Liangbo Ning (The Hong Kong Polytechnic University), Zeyu Dai (PolyU), Wenqi FAN (The Hong Kong Polytechnic University), Jingran Su (School of Computer Science, Northwestern Polytechnical University), Chao Pan (The Hong Kong Polytechnic University), Luning Wang (Huawei Tech.), Qing Li (The Hong Kong Polytechnic University) |
| 615 | How Much Can We Forget? On Boosting Removal Capacity in Machine Unlearning | Xiangni Lu (Wuhan University of Technology), Lin Li (Wuhan University of Technology), Dong Zhang (Wuhan University of Technology), Kaize Shi (University of Southern Queensland), Xiaohui Tao (University of Southern Queensland) |
| 682 | Region-Level Black-Box Defense Against Stealthy Embedding-Space Backdoors in CLIP | Ahmed Abdelnaby (Washington state university), Mohamed Elmahallawy (Washington State University) |
| 811 | AI-generated Image Detection based on the Most Suspicious Patch | Hang Gao (Tianjin University of Science and Technology), Mengting Hu (Nankai University), Tiegang Gao (Nankai University) |
Day 4: June 12, 2026 (Fri)
15 sessions
Session 6A
Multi-modal Learning and Summarization
Session 6B
Time Series and Applications
Session 6C
DSFA: RAG
Session 6D
DSFA: Graph Neural Network
Session 6E
DSFA: Language Model
Session 7A
Privacy, Security and Robustness
Session 7B
Spatio-Temporal Learning
Session 7C
DSFA: Learning for Health
Session 7D
DSFA: Recommendation
Session 7E
DSFA: Large Language Model
Session 8A
Few-Shot Learning, Ranking and Human-in-the-Loop
Session 8B
DSFA: Outlier
Session 8C
DSFA: Graph Learning
Session 8D
DSFA: Social Network
Session 8E
DSFA: Machine Learning Applications
Session 6A
Multi-modal Learning and Summarization
Date
June 12, 2026
Time
9:30am-10:55am
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Jinbin Huang (Shenzhen University, China)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 685 | RouteLlama: Proactive Disentanglement for Robust Multi-Domain Text Mining | Jiarui Zhang (Institute of Information Engineering, Chinese Academy of Sciences), Mingzhe Lu (Institute of Information Engineering，Chinese Academy of Sciences), Yifan Deng (University of Chinese Academy of Sciences) |
| 758 | CAMO: Causality-Guided Adversarial Multimodal Domain Generalization for Crisis Classification | Pingchuan Ma (Arizona State University), Chengshuai Zhao (Arizona State University), Bohan Jiang (Arizona State University), Saketh Vishnubhatla (Arizona State University), Ujun Jeong (Arizona State University), Alimohammad Beigi (Arizona State University), Adrienne Raglin (DEVCOM Army Research Lab), Huan Liu (Arizona State University) |
| 449 | Unified Multimodal Retrieval Framework for Multimodal RAG | Haitao Huang (Shanghai Jiao Tong University), Tianyi Feng (LongShine Technology Group Co., Ltd), Ruiyan Wang (Shanghai Jiao Tong University), Wei Xiong (LongShine Technology Group Co., Ltd), Fei Huang (LongShine Technology Group Co., Ltd), Zhengxue Cheng (Shanghai Jiao Tong University), Rong Xie (Shanghai Jiao Tong University), Li Song (Shanghai Jiao Tong University) |
| 652 | Relation Prototype Driven Multimodal Knowledge Graph Completion | Shuyue Zhu (Tongji University), Chungang Yan (Tongji University), Bingxuan Hou (Tongji University), Mengna Gao (Tongji University), Qingqing Hong (Tongji University), Dapeng Yin (Tongji University), Junli Wang (Tongji University) |
| 382 | IAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative–Modality Disentanglement | Jiayi Chen (Dalian University of Technology), Xin Zheng (RMIT University), Yixin Liu (Griffith University), Yi Li (Dalian University of Technology), Yanqing Guo (Dalian University of Technology), Shirui Pan (Griffith University) |
| 71 | S2tory: Story Spine Distillation for Movie Script Summarization | Mingzhe Lu (Institute of Information Engineering, Chinese Academy of Sciences), Yanbing Liu (Institute of Information Engineering, Chinese Academy of Sciences), Qihao Wang (Institute of Information Engineering, Chinese Academy of Sciences), Jiarui Zhang (Institute of Information Engineering, Chinese Academy of Sciences), Jiayue Wu (Institute of Information Engineering, Chinese Academy of Sciences), Yue Hu (Institute of Information Engineering, Chinese Academy of Sciences), Yunpeng Li (Institute of Information Engineering, Chinese Academy of Sciences), Yangyan Xu (HiThink Research) |
| 412 | AVER:Adversarial Variational Enhanced Representation Architecture for Abstractive Multi-Document Summarization | Chao Jie Sun (Zhejiang University of Technology), Xinxin Guan (Zhejiang University of Technology), Chenyu Hou (Zhejiang University of Technology), Ting Wang (Zhejiang University of Technology), Bin Cao (Zhejiang University of Technology, China), Tiantian Li (Zhejiang University of Technology) |
Session 6B
Time Series and Applications
Date
June 12, 2026
Time
9:30am-10:55am
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Yuxuan LIANG (HKUST (Guangzhou))
| Paper ID | Paper Title | Authors |
|---|---|---|
| 526 | Unified Loss-Level Regularization for Spike-Aware and Anti-Lag Time Series Forecasting | Faiza Afzal (Jeju National University) |
| 865 | Class-Conditioned Gaussian Mixture Modeling for Imbalanced Time Series Quantification | Md Shahriar Kabir (Texas State University), Mayesha Maliha R. Mithila (Texas State University), Anne H. H. Ngu (Texas State University), Mylène C.Q. Farias (Texas State University), Byron Gao (Texas State University) |
| 533 | Mosaic: an Accurate and Efficient Kernel-based Multivariate Time Series Classifier | Yunrui Zhang (University of New South Wales), Gustavo Batista (UNSW), Salil Kanhere (UNSW Sydney) |
| 663 | Channel Dependence, Limited Lookback Windows, and the Simplicity of Datasets: How Biased Is Time Series Forecasting? | Ibram Abdelmalak (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Kiran Madhusudhanan (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Jung Min Choi (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Christian Klötergens (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Vijaya Yalavarthi (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Maximilian Stubbemann (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)), Lars Schmidt-Thieme (Information System and Machine Learning Lab (University of Hildesheim) - Data Analytics Research Center (Volkswagen Financial Services)) |
| 151 | Dual-Modality Latent Gloss Alignment for Gloss-free Sign Language Translation | Yunlong Yu (Zhejiang University), Ming Ji (Zhejiang University), Zhao Wang (Zhejiang University), Ziqian Lu (Zhejiang Sci-Tech University) |
| 90 | EBVC: Electronic Bee Veterinarian – Beyond Monitoring and Onto Control | Mst Shamima Hossain (UCR), Meng-Chieh Lee (CMU), Christos Faloutsos (CMU), Boris Baer (UCR), Hyoseung Kim (UCR), Vassilis Tsotras (UCR) |
| 237 | MUNet: A Multi-Outcome Uplift Network for Modeling Multi-Dimensional Treatment Effects | Ludan Zhang (Independent) |
Session 6C
DSFA: RAG
Date
June 12, 2026
Time
9:30am-10:55am
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Xiao Huang (The Hong Kong Polytechnic University)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 201 | Cloze Your Gaps: Improving Knowledge Extraction via Query Rewriting | Sanghyeon Cho (Electronics and Telecommunications Research Institute), Myeongjin Lee (Electronics and Telecommunications Research Institute), Jeong Heo (Electronics and Telecommunications Research Institute), Jong-hun Shin (Electronics and Telecommunications Research Institute), Kiyoung Lee (Electronics and Telecommunications Research Institute), Soojong Lim (Electronics and Telecommunications Research Institute) |
| 205 | AIANO: Enhancing Information Retrieval with AI-Augmented Annotation | Sameh Khattab (IKIM), Marie Bauer (IKIM), Lukas Heine (IKIM), Till Rostalski (IKIM), Jens Kleesiek (IKIM), Julian Friedrich (IKIM) |
| 271 | HyRO:Hybrid Retrieval-Augmented Generation Framework for LLMs Integrating Vector Encoding and Knowledge Graphs | Wenkai Wu (Hubei University of Technology), Shuo Sheng (Hubei University of Technology), Xun Gan (Hubei University of Technology), Jixin Zhang (Hubei University of Technology) |
| 315 | Multimodal RAG: Text-Informed Cross-Modal Enhancement for Efficient Local Deployment | Chia-Yi Lin (National Taiwan University), Ming-Syan Chen (National Taiwan University) |
| 450 | Addressing the Counterfactual: Adaptive Batch Size Selection with Causal Models | Shunjian Liu (Sunwoda), Fay Yuan (Sunwoda), Kang Liang (Sunwoda), Junqin Wu (Sunwoda), Xuelian Mao (Chongqing College of International Business and Economics) |
| 482 | Asymmetric Dynamics Mixup for Robust Neural ODEs | Bochao Zhang (Deakin University), Manzur Murshed (Deakin University) |
| 759 | Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding | Mingyang Mao (University of South Florida), Mariela Perez-Cabarcas (DEVCOM Army Research Laboratory), Utteja Kallakuri (Johns Hopkins University), Nicholas Waytowich (DEVCOM Army Research Laboratory), Xiaomin Lin (Johns Hopkins University), Tinoosh Mohsenin (Johns Hopkin University) |
| 866 | What Helps---and What Hurts: Bidirectional Explanations for Vision Transformers | Qin Su (University of Kentucky), Thomas Tie Luo (Department of ECE, University of Kentucky) |
Session 6D
DSFA: Graph Neural Network
Date
June 12, 2026
Time
9:30am-10:55am
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Jeffrey Chu (Renmin University of China, China); Vinti Agarwal (Birla Institute of Technology And Science, Pilani India)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 42 | A temporal graph neural network approach for network attack detection | ding hongli (National University of Defense Technology), Liu Bo (Academy of Military Sciences), Ma Xingkong (National University of Defense Technology), Chen Xinyi (National University of Defense Technology), Liu Jiayang (Huazhong University of Science and Technology) |
| 170 | EmoFSM: A Finite State Machine for Emotional Support Conversation | Yue Zhao (Geely Group), Qingqing Gu (Geely AI Lab), Xiaoyu Wang (Geely AI Lab), Teng Chen (Geely AI Lab), Hongyan Li (Geely AI Lab), Luo Ji (Geely AI Lab) |
| 173 | A Novel Attention-Based Approach for Solving the Selective Traveling Salesman Problem | Kaitong Zhang (City University of Macau), Jing Sun (City University of Macau), Zhenglai Li (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences) |
| 192 | Enhancing Limit Order Book Modeling through Type-Based Representation | Mingyu Yang (KAIST), Chanyeong Kim (KAIST), Guhyuk Chung (Line Investment), Woo Chang Kim (KAIST) |
| 233 | Generative Artificial Intelligence for Project Management: A Review of Architectures, Applications, and Governance | Mahfuz Ahmed Anik (Shahjalal University of Science and Technology), Azmine Toushik Wasi (Shahjalal University of Science and Technology), Mohsin Topu (Shahjalal University of Science and Technology), Taki Hasan Rafi (Hanyang University), Dong-Kyu Chae (Hanyang University) |
| 410 | RHA-Sketch: Mining Time-Decay Heavy Hitters in High-Speed Data Streams | Yue Kan (Soochow University), Yang Du (Soochow University), He Huang (Soochow University), Yu-E Sun (Soochow University) |
| 543 | Learn to Shade: Deep Assumption-Free Modeling for First-Price Auctions | Abhishek Mungoli (Inmobi), Raja Subramaniam (Inmobi), Vishwath Parthasarathy (Inmobi), Jayanta Pal (Inmobi), Narayan Bhamidipati (inmobi) |
Session 6E
DSFA: Language Model
Date
June 12, 2026
Time
9:30am-10:55am
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Vinti Agarwal (Birla Institute of Technology And Science, Pilani India)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 218 | Squeezing the Teacher, Strengthening the Student: Reliable Military RAG with Enhanced Reasoning | Jeaeun Jang (Hanwha Systems), Hansle Lee (Hanwha Systems), Wonjun Cho (Hanwha Systems), Sangmin Kim (Hanwha Systems) |
| 296 | PriHA: A RAG-Enhanced LLM Framework for Primary Healthcare Assistant in Hong Kong | Richard Wai Cheung Chan (The Hong Kong Polytechnic University), Shanru Lin (The Hong Kong Polytechnic University), Ya-nan Ma (Department of Neurosurgery, Haikou Affiliated Hospital of Central South University Xiangya School of Medicine, Haikou), Hao Chen (Department of Clinical Laboratory, Sun Yat-Sen University Cancer Center), Liangjun Jiang (The Hong Kong Polytechnic University), Wenqi FAN (The Hong Kong Polytechnic University) |
| 408 | Melodic Agent: A Generative Music Recommendation Framework with Large Language Models | Kai Tian (Tsinghua University), Yirong Mao (WeChat, Tencent Inc., Beijing, China), Wendong Bi (WeChat, Tencent Inc., Beijing, China), Hanjie Wang (WeChat, Tencent Inc., Beijing, China), Wenhui Que (WeChat, Tencent Inc., Beijing, China) |
| 525 | Transferring Physical Priors into Remote Sensing Segmentation via Large Language Models | Yuxi Lu (University of Technology Sydney), Kunqi Li (University of Technology Sydney), Zhidong Li (UTS), Xiaohan Su (University of Technology Sydney), Biao Wu (University of Adelaide), Chenya Huang (The University of Technology Sydney), Bin Liang (UTS) |
| 554 | PathoLLM: Accurate Endometrial Cancer Subtyping Using Clinically-Aligned Language Models | Yifan Lu (Tongji University), Qian Wang (Shanghai Tenth People’s Hospital of Tongji University), Qinpei Zhao (Tongji University), Xiaojun Chen (Shanghai Tenth People’s Hospital of Tongji University), Weijie Wang (Tongji University), Weixiong Rao (Tongji University) |
| 645 | FairFinGAN: Fairness-aware Synthetic Financial Data Generation | Tai Le Quy (University of Koblenz), Dung Nguyen (HUST), Trung Nguyen (Hanoi University of Science and Technology), Duy Tran (Hanoi University of Science and Technology), Giang Huyen (Banking Academy of Vietnam), Frank Hopfgartner (University of Koblenz) |
| 802 | Facet-Level Persona Control by Trait-Activated Routing with Contrastive SAE for Role-Playing LLMs | Wenqiu Tang (Nagoya University), Zhen Wan (Kyoto University), Takahiro Komamizu (Nagoya University), Ichiro Ide (Nagoya University) |
Session 7A
Privacy, Security and Robustness
Date
June 12, 2026
Time
2:45pm-3:30pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Li Tang (Yunnan University, China)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 356 | Triangle Counting under Edge Relationship Local Differential Privacy: The Case of Restricted Extended Local Views | Xia Wenzheng (Harbin Institute of Technology), Shuangqing Xu (Harbin Institute of Technology, Shenzhen), Yifeng Zheng (The Hong Kong Polytechnic University), Lei Xu (Nanjing University of Science and Technology), Zhongyun Hua (Harbin Institute of Technology, Shenzhen) |
| 506 | Robust Volume Ratio: A Metric for Fine-Grained Evaluation of Tree Ensemble Robustness | Saori Matsunaga (Mitsubishi Electric Corporation), Genta Yoshimura (Mitsubishi Electric Corporation) |
| 716 | Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation | Mansi Phute (Georgia Institute of Technology), Matthew Hull (Georgia Institute of Technology), Haoran Wang (Georgia Institute of Technology), Alec Helbling (Georgia Institute of Technology), ShengYun Peng (Georgia Institute of Technology), Elliott Faa (Georgia Institute of Technology), Willian T. Lunardi (Technology Innovation Institute), Martin Andreoni (Technology Innovation Institute), Wenke Lee (Georgia Institute of Technology), Duen Horng Chau (Georgia Institute of Technology) |
| 794 | ICR-Net: Robust Deepfake Detection under Temporal Corruption | Chan Park (Sungkyunkwan University), Hyeongjun Choi (Sungkyunkwan University), Muhammad Shahid Muneer (Sungkyunkwan University), Binh M. Le (Sungkyunkwan University), Simon Woo (Sungkyunkwan University (SKKU)) |
Session 7B
Spatio-Temporal Learning
Date
June 12, 2026
Time
2:45pm-3:30pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
M S Mekala (Robert Gordon University, UK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 222 | CeeDet: A Class-Incremental Learning Method with Early-Exit Mechanism for Malicious Traffic Detection in IIoT | Jiakun Sun (SUN YAT-SEN UNIVERSITY), Yabo Wang (SUN YAT-SEN UNIVERSITY), Ruizhi Xiao (SUN YAT-SEN UNIVERSITY), Weilong Li (SUN YAT-SEN UNIVERSITY), Shuyuan Jin (SUN YAT-SEN UNIVERSITY) |
| 364 | Leveraging Variational Information Bottleneck for Fine-grained Urban Traffic Flow Inference | Qiang Ai (Qinghai Normal University), Lixin Dong (Qinghai Normal University) |
| 460 | PMME: Spatio-Temporal Few-shot Learning via Pattern Matching with Memory Enhancement | Ziyang Ji (University of Auckland), Xiaobin Ren (University of Auckland), Qiqi Wang (Nankai University), Kaiqi Zhao (Harbin Institute of Technology, Shenzhen) |
| 537 | Recommending under-represented influential researchers using geographically aware contrastive learning | Arpan Dam (IIT Kharagpur), Sougata Roy (IIT Kharagpur), Sayan Pathak (Microsoft AI and reserach), Bivas Mitra (IIT Kharagpur) |
Session 7C
DSFA: Learning for Health
Date
June 12, 2026
Time
2:45pm-3:30pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Zhiyu Wan (ShanghaiTech University, China)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 12 | EUR-GAN: Enhanced URes-Net Generative Adversarial Network for CT Image Super-Resolution | Yubin Wei (Xiamen University), Xiao Yu (Xiamen University), Jinting Guan (Xiamen University) |
| 146 | Refining Causal Graphs via LLMs for Medication Recommendation | Xin Liu (Hunan Normal University), Yu Qiu (Hunan Normal University), Lin Xiao (Hunan Normal University), XiePing Gao (Hunan Normal University) |
| 175 | Towards A Novel Shapley-Based Framework for Data-Centric Cohort Refinement | Yueh Tang (University of Cincinnati), Justin Zhan (University of Cincinnati) |
| 388 | Dynamic Mortality Prediction for Prostate Cancer based on Irregularly Sampled Multimodal EHR and Musculoskeletal Image-based biomarkers | Eunseon Seong (Hanyang University), Minjee Kim (Ewha Womans University), Dareen Eom (Interdisciplinary Program of Medical Informatics, College of Medicine, Seoul National University), Gyeonghwa Heo (Pusan National University), Urban Emmenegger (Sunnybrook Research Institute, Institute of Medical Science, University of Toronto), Saleh Tabatabaei (Sunnybrook Research Institute, Institute of Biomedical Engineering, University of Toronto), Tayler Declan Ross (Sunnybrook Research Institute, Institute of Medical Science, University of Toronto, Department of Surgery, University of Toronto), Michael Hardisty (Sunnybrook Research Institute, Institute of Biomedical Engineering, University of Toronto, Department of Surgery, University of Toronto) |
Session 7D
DSFA: Recommendation
Date
June 12, 2026
Time
2:45pm-3:30pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Tai Le Quy (University of Koblenz)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 386 | Multi-scenario Knowledge-enhanced Latent Intent Modeling for Recommendation | Quan Yuan (East China Normal University), Yuxing Zhang (Shanghai Jiao Tong University), Chunchun Chen (Tongji University), Yaxiu Yu (East China Normal University), Xiaoming Ju (East China Normal University) |
| 419 | Modeling User Preferences as Distributions for Optimal Transport-Based Cross-Domain Recommendation under Non-Overlapping Settings | Ziyin Xiao (The University of Tokyo), Toyotaro Suzumura (The University of Tokyo) |
| 606 | Logits-Aware Rank-and-Reason: Enhancing LLM Reasoning via Preliminary Option Ranking and Cognitive-Specific Demonstrations | Song Qin (Shanghai Polytechnic University), Jianxin Xue (Shanghai Polytechnic University), Feifan Hao (Shanghai Polytechnic University), Sen Niu (Shanghai Polytechnic University), Xi Chang (Shanghai Polytechnic University) |
| 707 | A Hybrid Recommendation Approach with LLM-Enhanced Features and Heterogeneous Graph Attention Network | Ziliang Deng* (Shenzhen Technology University), Yuanzhe Cai (Shenzhen Technology University) |
Session 7E
DSFA: Large Language Model
Date
June 12, 2026
Time
2:45pm-3:30pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Xiuling Wang (HKBU, HK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 395 | Federated Co-tuning Framework for Large and Small Language Models | Tao Fan (Hong Kong University of Science and Technology), Yan Kang (Webank), GuoQiang Ma (Webank), Lixin Fan (Webank), ShuoLing LIU (Hong Kong University of Science and Technology), Kai Chen (Hong Kong University of Science and Technology), Qiang Yang (Hong Kong Polytechnic University, Hong Kong, China) |
| 584 | MedGLM: Unifying Graph Neural Networks and Large Language Models for Knowledge Graph-grounded Healthcare Prediction | Tri Khang Ho (The University of Technology Sydney), Linhao Luo (Monash University), Zihang Liu (Zhejiang University), Haishuai Wang (Zhejiang University), Ling Chen (The University of Technology Sydney) |
| 639 | Perspective-Insensitive Observation Representation and Role Assignment for MARL | Wei Xiong (Institute of Software Chinese Academy of Sciences), Tingrui Yang (Institute of Software Chinese Academy of Sciences), Yong Heng (Beijing Institute of Electronic System Engineering), Jiebo Chen (Beijing Institute of Electronic System Engineering), Qian Gao (Beijing Institute of Electronic System Engineering), Shengze Shi (Institute of Software Chinese Academy of Sciences), Tao Ren (Institute of Software Chinese Academy of Sciences) |
| 654 | Semantic-Driven Object Placement via Multi-modal Large Language Models | Xuzheng Chen (Peking University), Gang Shen (China Tower), Rundong Cao (China Tower), Guojie Song (Peking University) |
Session 8A
Few-Shot Learning, Ranking and Human-in-the-Loop
Date
June 12, 2026
Time
3:50pm-5:00pm
Venue
Room 1 (The Riverside Ballroom, 1/F)
Session Chair
Jyoti Prakash Sahoo (Independent Researcher)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 820 | SAGE: Semantic Alignment and Geometric Enhancement for Efficient Few-Shot Intent Detection | Xianyu Guo (South China University of Technology), Jiebin Huang (South China University of Technology), Jindian Su (South China University of Technology) |
| 693 | ICL-KB: Charting the Failure Frontier of Few-Shot LLMs | Wenxuan He (China Academy of Railway Sciences), Rui Xue (China Academy of Railway Sciences), Shangyan Jiang (Railway Infrastructure Inspection Center), Peng Dai (China Academy of Railway Sciences) |
| 379 | A Transductive Model-Agnostic Contrastive Learning Framework for Few-Shot Learning | Tianyu Kang (University of Massachusetts Boston), Chengjie Zheng (University of Massachusetts Boston), Ping Chen (University of Massachusetts Boston), Wei Ding (University of Massachusetts Boston) |
| 493 | R^2R: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers | Hanwei Wu (SimpleWay.AI), Qingchen Hu (SimpleWay.AI), Zhenghan Tai (SimpleWay.AI), Jingrui Tian (SimpleWay.AI), Lei Ding (University of Manitoba), Jijun Chi (SimpleWay.AI), Hailin He (SimpleWay.AI), Tung Sum Thomas Kwok (SimpleWay.AI), Yufei Cui (McGill University), Sicheng Lyu (McGill University), Muzhi Li (The Chinese University of Hong Kong), Mingze Li (Université de Montréal), Xinyue Yu (Université de Montréal), Ling Zhou (CG Matrix Technology Limited), Peng Lu (Université de Montréal), Xinyu Wang (McGill University) |
| 616 | Dodgersort: Uncertainty-Aware VLM-Guided Human-in-the-Loop Pairwise Ranking | Yujin Park (Hanyang University), Haejun Chung (Hanyang University), Ikbeom Jang (Hankuk University of Foreign Studies) |
| 700 | AISSISTANT: Human-AI Collaborative Review and Perspective Research Workflows in Data Science | Sasi Kiran Gaddipati (Technische Informationsbibliothek (TIB)), Farhana Keya (Leibniz Information Centre for Science and Technology), Gollam Rabby (L3S), Sören Auer (TIB Leibniz Information Centre for Science and Technology) |
Session 8B
DSFA: Outlier
Date
June 12, 2026
Time
3:50pm-5:00pm
Venue
Room 2 (Shatin Room, 1/F)
Session Chair
Jicong FAN (The Chinese University of Hong Kong (Shenzhen))
| Paper ID | Paper Title | Authors |
|---|---|---|
| 278 | Physically Motivated Partial-Spectrum Denoising for Robust Hyperspectral Anomaly Detection | Jungkwon Kim (Elroilab), Chi Zhang (Elroilab), Jihun Kim (Elroilab), Jeonghyeon Park (Elroilab), Kwangsun Yoo (Elroilab), Seok-Joo Byun (Elroilab) |
| 385 | Balancing Knowledge Distillation for Imbalance Learning with Bilevel Optimization | Anh Nguyen Ba Hoang (VNU University of Engineering and Technology, Hanoi), Ba Tho Phan (VNU University of Engineering and Technology, Hanoi), Cuong Ta (VNU University of Engineering and Technology, Hanoi) |
| 429 | Private Feature Delivery for Fraud Detection using Federated Representation Learning | Delton Myalil Antony (TCS Research), Manoj Apte (TCS Research and Innovations, TCS Ltd.), RAJAN M A (Tata Consultancy Services) |
| 567 | DeSAM: Extracting MITRE Techniques from Cyber Threat Intelligence with Description-Semantic Attention Mechanism | Jingxian Zhou (Civil Aviation University Cf china), Yuxin Xue (Civil Aviation University of China) |
| 868 | Cloud–Edge Collaborative Anomaly Detection for Water Treatment Systems | Zhanglong Yang (University of North Dakota), Qinxuan Shi (University of North Dakota), Sicong Shao (University of North Dakota) |
| 873 | CONAN: CONcept-oriented ANomaly Detector for Interpretable Zero-Shot Detection | Yoonji Lee (Chung-Ang University), Eunju Lee (Chung-Ang University), Junehyoung Kwon (Chung-Ang University), Seunghoo Lee (Chung-Ang University), Kahyun Kim (Chung-Ang University), Seunguk Yu (Chung-Ang University), Youngbin Kim (Chung-Ang University) |
Session 8C
DSFA: Graph Learning
Date
June 12, 2026
Time
3:50pm-5:00pm
Venue
Room 3 (Tai Po I/II Room, 2/F)
Session Chair
Longxu Sun (HKBU, HK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 104 | GPAT: Graph Prompt and Adapter Tuning for Graph Transfer Learning | Ying Wang (Jilin University), Yongjun Fan (Jilin University) |
| 113 | GNNeF: Enhanced GNN PDE Solver with Embedded FNO | Jiyan Qiu (Computer Network Information Center, Chinese Academy of Sciences), Jian Zhang (Computer Network Information Center, Chinese Academy of Sciences), Yuan Wu (Computer Network Information Center, Chinese Academy of Sciences), Xuebin Chi (Computer Network Information Center, Chinese Academy of Sciences) |
| 475 | A Spectral gap-guided Eulerian Graph Rewiring Method for Heterogeneous Graph Embedding | Jiaqi Zhao (Yunnan University), Hongmei Chen (Yunnan University), Peizhong Yang (Yunnan University), Wang Lizhen (Yunnan University) |
| 603 | EPLKG: Efficient Prompt Learning with Knowledge Graph | Yongtaek Lim (DATUMO), Suho Kang (Yonsei University), Yewon Kim (Agency for Defense Development), Dokyung Youn (university of seoul), Jiyoung Jung (University of Seoul), Kyungwoo Song (Yonsei University) |
| 699 | KMM: Learnable Dual-Stream Time Encoding for Continuous-Time Dynamic Graphs | Peeradon Sarnkaew (Chulalongkorn University), Ploy Pratanwanich (Chulalongkorn University), Natthawut Kertkeidkachorn (Japan Advanced Institute of Science and Technology (JAIST)), Xin Liu (National Institute of Advanced Industrial Science and Technology (AIST)) |
| 860 | SERA-ICD: Semantic-Enhanced Representation Architecture for Automatic ICD Coding via Hyperbolic Graph Neural Networks | Pritish Patel (Munster Technological University, Cork), Mohammed Hasanuzzaman (Queen's University Belfast, Belfast) |
Session 8D
DSFA: Social Network
Date
June 12, 2026
Time
3:50pm-5:00pm
Venue
Room 4 (Tai Po III/IV Room, 2/F)
Session Chair
Xiuling Wang (HKBU, HK)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 189 | Graph Neural Networks in EEG-based Emotion Recognition: A Survey | Chenyu Liu (Nanyang Technological University), Yuqiu Deng (Beijing University of Posts and Telecommunications), Yihao Wu (Nanyang Technological University), RUIZHI YANG (Imperial College London), Zhongruo Wang (Amazon), Liangwei Zhang (Carnegie Mellon University), Siyun Chen (Peking University), Tianyi Zhang (Peking University), Yang Liu (Nanyang Technology University, Singapore), Yi Ding (Nanyang Technological University), Liming Zhai (Wuhan University), Ziyu Jia (Institute of Automation of Chinese Academy of Sciences), XINLIANG ZHOU (Nanyang Technological University) |
| 275 | Fair Adaptive Influence Maximization in Social Networks | Yi Zhou (East China Normal University), Wenyue Ma (Aarhus University), Yanhao Wang (East China Normal University), Yuchen Li (Singapore Management University), Panagiotis Karras (University of Copenhagen) |
| 498 | Domain-Informed Attention Pooling: Abundance-Aware Set Transformers for Robust Representation Learning | Hyunwoo Yoo (Drexel University), Mohammad Saleh Refahi (Drexel University), Gail Rosen (Drexel University) |
| 609 | Table-Aware Group Relative Policy Optimization: Reward Design for Large Vision–Language Models | Jiyoon Lee (Sugnkyunkwan University), Hwangseon Park (Sugnkyunkwan University), Hayoung Oh (Sugnkyunkwan University) |
| 719 | From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars? | Dawei Li (Arizona State University), Abdullah Alnaibari (Arizona State University), Arslan Bisharat (Loyola University Chicago), Manuel Sandoval Madrigal (Loyola University Chicago), Deborah Hall (Arizona State University), Yasin Silva (Loyola University Chicago), Huan Liu (Arizona State University) |
| 864 | Approximately Bisubmodular Regret Minimization in Billboard and Social Media Advertising | Dildar Ali (Indian Institute of Technology Jammu), Suman Banerjee (IIT Jammu), Yamuna Prasad (IIT Jammu) |
Session 8E
DSFA: Machine Learning Applications
Date
June 12, 2026
Time
3:50pm-5:00pm
Venue
Room 5 (Bauhinia Room, 3/F)
Session Chair
Ngo-Ho Anh-Khoi (Nam Can Tho University, Vietnam)
| Paper ID | Paper Title | Authors |
|---|---|---|
| 272 | RocketFormer: Robust Cryptocurrency Trend Classification under Extreme Market Conditions | Guanqiu Zhao (Beihang University), Duan Tiantian (Institute of computing technology), Hanwen Zhang (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences), Yi Sun (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences.) |
| 310 | FACTOR: Financial Analysis and Consistency-Testing Oriented Representation | Dongqing Li (ShenZhen University), Shubin Cai (Shenzhen University) |
| 425 | TAPE: Trend-Aware Perturbation Enhancement for Sparse Stepwise Non-Stationary Time Series | Shengnan Di (University of Technology Sydney), Zhidong Li (UTS), Fang Chen (UTS), Bin Liang (UTS) |
| 556 | Efficient Choice-Based Facility Location: A Hybrid AHP/DEA-Greedy Approach | Zhantu Zhao (Xi'an Jiaotong-Liverpool University), Xiangqian Sun (Xi'an Jiaotong-Liverpool University) |
| 704 | A Data-Driven Approach for Discovering Pure Clusters in Complex Multi-Source Terrestrial Soundscapes | Thomas Napier (James Cook University), Euijoon Ahn (James Cook University), Ickjai Lee (James Cook University, Australia) |
| 867 | Adaptive PII Detection via Evolutionary Orchestration and Multi-Agent Debate | Geonwoo Bang (Sungkyunkwan University), Dongho Kim (Sungkyunkwan University), Damin Kim (Sungkyunkwan University), Moohong Min (Sungkyunkwan University) |