Accepted Papers

The accepted papers of PAKDD 2026 are listed below by track.

Main Track

No.	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)
59	A hierarchy tree data structure for behavior-based user segment representation	Yang Liu (Meta)
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)
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)
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)
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)
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)
96	Cross-domain Aspect Sentiment Triplet Extraction Based on Generative Data Augmentation and Pseudo-label Optimization	Zhou Zou (Hubei University of Technology), Jianxia Chen (School of Computer Science, Hubei Provincial Key Laboratory of Green Intelligent Computing Power Network Hubei University of Technology, Wuhan, Hubei), Long Yang (Hubei University of Technology), Ninglong Ding (Hubei University of Technology), Liang Xiao (School of Computer, Science Hubei Provincial Engineering Research Center for Digital & Intelligent Manufacturing Technologies and Applications Hubei University of Technology, Wuhan, Hubei), Zhongwei Huang (Hubei University of Technology)
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)
108	Boosting Black-box Graph Reconstruction Attacks via Adjacency Relationship Recovery of Representative Nodes	XinYu Jiang (Shenzhen University), Qiao Yan (Shenzhen University)
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)
120	When SpikeKANFormer meets Angular contrastive learning	Liangjin Liu (Sichuan University), Siwen Deng (Sichuan University), Zhengzhong Zhu (Sichuan University), Pei Zhou (Sichuan University)
125	NANSDE-Net: A NEURAL SDE FRAMEWORK FOR GENERATING TIME SERIES WITH MEMORY	Hiromu Ozai (Hiroshima University), Kei Nakagawa (Osaka Metropolitan University)
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)
154	Subject Information Extraction for Novelty Detection with Domain Shifts	Yangyang Qu (The Chinese University of Hong Kong, Shenzhen, China), Dazhi Fu (The Chinese University of Hong Kong, Shenzhen, China), jicong Fan (The Chinese University of Hong Kong, Shenzhen, China)
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)
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)
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)
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)
237	MUNet: A Multi-Outcome Uplift Network for Modeling Multi-Dimensional Treatment Effects	Ludan Zhang (Tsinghua University)
239	ProvGrapher: A Top-K Approximate Tuple-Level Data Provenance Framework via Graph Neural Network	dehua chen (Donghua University), zhifen yang (Donghua University), ziteng he (Donghua 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)
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)
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)
258	Probabilistic-Gap-Driven Relabeling Method for Positive-Negative-Unlabeled Learning with Label Selection Bias	Yuzhe Han (Zhejiang University), Peng Zhang (Zhejiang University)
265	HERGC: Heterogeneous Experts Representation and Generative Completion for Multimodal Knowledge Graphs	Yongkang Xiao (University of Minnesota), Rui Zhang (University of Minnesota)
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)
316	Neural-Symbolic Logic Query Answering in Non-Euclidean Space	Lihui Liu (University of Illinois at Urbana-Champaign)
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)
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)
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)
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 (University of Lausanne), Hoang-Quynh Le (VNU University of Engineering and Technology)
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)
343	AnomalyFilter: Selective Denoising Diffusion Model for Time Series Anomaly Detection	Kohei Obata (Osaka University), Zheng Chen (University of Osaka), Yasuko Matsubara (University of Osaka), Lingwei Zhu (University of Tokyo), Yasushi Sakurai (University of Osaka)
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)
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 Science and University of Chinese Academy of Sciences), Siheng Li (Institute of Software), Zhi Wang (Institute of Software, Chinese Academy of Science 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)
356	Triangle Counting under Edge Relationship Local Differential Privacy: The Case of Restricted Extended Local Views	Wenzheng Xia (Harbin Institute of Technology, Shenzhen), 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)
364	Leveraging Variational Information Bottleneck for Fine-grained Urban Traffic Flow Inference	Qiang Ai (Qinghai Normal University), Lixin Dong (Qinghai Normal University)
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 (chongqing normal university)
371	When +1% Is Not Enough: A Paired Bootstrap Protocol for Evaluating Small Improvements	Wenzhang Du (MUTIC)
377	DDCG : Dual-granularity Dual-domain Collaborative Graph Neural Networks for Time Series Forecasting	Chenggang Xie (Beihang University), Ting Deng (Beihang University), Yiqi Xiao (Beihang University), Ping Lu (Beihang University), Renzhao Liang (Beihang University)
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)
382	IAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative–Modality Disentanglement	Jiayi Chen (Dalian University of Technology), Xin Zheng (Griffith University), Yixin Liu (Griffith University), Yi Li (Dalian University of Technology), Yanqing Guo (Dalian University of Technology), Shirui Pan (Griffith 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 (Tencent Inc.), Ziming Wang (Beijing Jiaotong University), Qiaochen Wang (China National Building Materials Technology Co.,Ltd.)
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)
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 (Missouri University of Science & Technology, USA), Sanjay Madria (Missouri University of Science & Technology, USA)
412	AVER:Adversarial Variational Enhanced Representation Architecture for Abstractive Multi-Document Summarization	Chao Jie Sun (Zhejiang University of Technology), Xin Xin Guan (Zhejiang University of Technology), Chen Yu Hou (Zhejiang University of Technology), Ting Wang (Zhejiang University of Technology), Bin Cao (Zhejiang University of Technology), Tian Tian Li (Zhejiang University of Technology)
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)
415	A Novel Hierarchical Multi-Agent System for Payments Using LLMs	Joon Kiat Chua (Singapore Management University), Donghao Huang (Singapore Management University), Zhaoxia Wang (Singapore Management University)
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 State University)
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)
434	RectiCast: Rectifying Distribution Shift in Cascaded Precipitation Nowcasting	Fanbo Ju (Southeast University), Haiyuan Shi (Southeast University), Qingjian Ni (Southeast University)
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)
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)
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)
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)
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)
463	Semantic Steer Chain: Efficient and Precise Black-Box Jailbreaking through Adaptive Approximation	Jiesen Long (Faculty of Science and Technology, Beijing Normal-Hong Kong Baptist University, Zhuhai, China), Yisheng Zheng (School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China), Jiayun Wu (Global College, Shanghai Jiao Tong University, Shanghai, China), Guojiao Zhao (Global College, Shanghai Jiao Tong University, Shanghai, China)
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)
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)
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)
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)
494	HIGR: Hierarchical Iterative Graph Reasoner for Document-Level Event Causality Identification	Jianwei Ni (East China University of Science and Technology), Yi Guo (East China University of Science and Technology), Jiaojiao Fu (East China University of Science and Technology)
506	Robust Volume Ratio: A Metric for Fine-Grained Evaluation of Tree Ensemble Robustness	Saori Matsunaga (Mitsubishi Electric Corporation), Genta Yoshimura (Mitsubishi Electric Corporation)
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)
509	FIGDA: Feature Importance Guided Learning Model for Domain-Adaptive Anomaly Detection	Juhyun Seo (Konkuk University), Yegi Lee (ETRI), Kyoungro Yoon (Konkuk University)
526	Unified Loss-Level Regularization for Spike-Aware and Anti-Lag Time Series Forecasting	Faiza Afzal (Jeju national university), Eunsol Hyun (Jeju national university), A-Hyun Jo (Jeju national university), Jun-Hwan Kim (Jeju national university), Kyuchang Chang (Jeju national 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)
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 (The Hong Kong Polytechnic University)
533	Mosaic: an Accurate and Efficient Kernel-based Multivariate Time Series Classifier	Yunrui Zhang (University of New South Wales), Gustavo Batista (University of New South Wales), Salil Kanhere (University of New South Wales)
535	Schema-Agnostic Feature Extractor using LLM and Transformer for RUL Prediction	Ryosuke Takayama (NEC Corporation), Masanao Natsumeda (NEC Corporation)
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)
555	TS-Unlearn: A Dual-Objective Unlearning Framework for Time Series Forecasting	Ziyi Wang (Shanghai Jiaotong University), Lixing Chen (Shanghai Jiaotong University), Zhongqi Miao (Shanghai Jiao Tong University), Junhua Tang (Shanghai Jiao Tong University), Yang Bai (Shanghai Jiao Tong University), Jianhua Li (Shanghai Jiaotong University)
557	Subgraph Plug-in Boosts up Graph Neural Networks	Hyung-jun Moon (Hyung-jun), Sung-Bae Cho (Yonsei University)
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 (VNU University of Engineering and Technology), Duc-Trong Le (VNU University of Engineering and Technology)
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 (Department of Electronic Engineering, Tsinghua University), Haotong Du (School of Computer Science, Northwestern Polytechnical University), Quanming Yao (Department of Electronic Engineering, Tsinghua University)
578	Tri-ABL: Enhancing ABL Using Three Learners	Yanxiao Huang (Nanjing University), Haoyuan He (Nanjing University), Ming Li (Nanjing 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)
581	Diverse and Task-Specific Data Selection for Instruction Tuning	Juncheng Diao (Institute of Computing Technology, Chinese Academy of Sciences), Saiping Guan (Institute of Computing Technology, Chinese Academy of Sciences), Gaoyu Zhu (Institute of Computing Technology, Chinese Academy of Sciences), Jiafeng Guo (Institute of Computing Technology, Chinese Academy of Sciences), Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)
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)
617	DrIM: Context-Driven Nearest Neighbor Imputation using Language Representation	Jaesung Lim (Department of Statistics and Data Science, University of Seoul), Seunghwan An (Department of Information and Telecommunication Engineering, Incheon National University), Jong-June Jeon (Department of Statistics, University of Seoul)
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)
627	ContinualCropBank: Object-Level Replay for Semi-Supervised Online Continual Object Detection	Lucas Tsutsui da Silva (University of New South Wales), Gustavo Batista (University of New South Wales)
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 M Verspoor (RMIT University), Arthur Tang (RMIT International 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)
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)
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)
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)
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)
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)
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))
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)
669	On the Factual Consistency of Text-based Explainable Recommendation Models	Ben Kabongo (Sorbonne Université), Vincent Guigue (AgroParisTech)
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 (ISMLL, University of HIldesheim), Lars Schmidt-Thieme (ISMLL, University of Hildesheim)
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 Science), Shweta Jain (Indian Institute of Technology Ropar)
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)
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 (Institute of Information Engineering, Chinese Academy of Sciences)
689	Graph Representation Learning with Laplacian Pyramid Residuals for Graph Classification	Tae-Hwan Kim (Yonsei University), Sung-Bae Cho (Yonsei University)
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 Tessaro (Technology Innovation Institute), Martin Andreoni (Technology Innovation Institute), Wenke Lee (Georgia Institute of Technology), Duen Horng Chau (Georgia Institute of Technology)
724	Node2Graph: Diagnosing Task Unification in Graph Learning	Neelam Akula (UT Dallas), Varun Shiralkar (UT Dallas), Baris Coskunuzer (University of Texas at Dallas)
743	Towards Learning Nonlinear Multivariate Correlations in Tabular Data	Samuel Stocksieker (Institut de Mathématiques de Marseille / Aix-Marseille University), Denys Pommeret (Aix-Marseille Université)
747	Hierarchical Graph-Language Models for Sequential Sentence Classification	Phuong Nguyen (New Mexico State University), Tuan Le (New Mexico State University), Julian McAuley (University of California, San Diego)
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)
751	Efficient Inference for Flow Matching via Unified Path CFG	Kosuke Ukita (Kyushu Institute of Technology), Tsuyoshi Okita (Kyushu Institute of Technology)
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)
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)
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)
772	ModTGCN: Modularity-aware Graph Neural Networks for Text Classification	Rajashri Mishra (Birla Institute of Technology Pilani), Aditya Sharma (Birla Institute of Technology Pilani), Vinti Agarwal (Birla Institute of Technology Pilani), Hari Om Agarwal (Independent Researcher)
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 Co.,Ltd), Yude Bai (School of Software, Tiangong University), Jia Wang (School of Advanced Technology, Xi’an Jiaotong-Liverpool 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)
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)
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)
793	CSP-HEIDI - Visualising Closest Subspace Points in R^d clusters and classes	Tanish Gupta (International Institute of Information Technology, Hyderabad), Kamalakar Karlapalem (International Institute of Information Technology, Hyderabad)
794	ICR-Net: Robust Deepfake Detection under Temporal Corruption	Chan Park (Sungkyunkwan University), Hyeongjun Choi (Sungkyunkwan University), Shahid Muneer Muhammad (Sungkyunkwan University), Minh Binh Le (Sungkyunkwan University), Simon S. Woo (Sungkyunkwan University)
801	Prompt-tuning with Attribute Guidance for Low-resource Entity Matching	Lihui Liu (University of Illinois at Urbana-Champaign), Carl Yang (Emory)
804	Graph Anomaly Detection Boundary Learning via Local and Global Structure Modeling	Yaoyang Li (Wuhan University), Qianyu Lin (School of Computing and Data Science Xiamen University Malaysia), chenjun liu (Wuhan Univercity), MingKang Li (Wuhan Univercity), Fu Lin (Wuhan Univercity)
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)
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)
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)
815	EQCKD: Enhanced Quantization with Contrastive Knowledge Distillation for Lightweight Sequential Recommendation	Xinrui Li (Zhejiang University), Hongye Yu (Zhejiang University), Yihui Zeng (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's Ark Lab), Lu Fan (The Hong Kong Polytechnic University), Zhou Zhao (Zhejiang University), Xiao-Ming Wu (The Hong Kong Polytechnic University)
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)
826	Interpretable Prediction of Alzheimer's Disease via Neural Granger Causality Discovery	jinyang xie (Donghua university), Qiao Pan (Donghua University), Dehua Chen (Donghua University), Mei Wang (Donghua 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)
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.)
830	Physics-Guided Knowledge Graphs for Verifiable Wildfire Prediction	Nahed Abu Zaid (North Carolina State University), Ranga Raju Vatsavai (North Carolina State University)
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)
837	LLM-SATPOI: A Semantic-Aligned Large Language Model with Temporal Modeling for Next POI Recommendation	Xuelin Zhang (Zhengzhou University), Meng Zhang (the Key Laboratory of Cyberspace Situation Awareness of Henan Province), Xiangyang Luo (the Key Laboratory of Cyberspace Situation Awareness of Henan Province)
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)
841	Sequence-to-Image Transformation for Sequence Classification Using Rips Complex Construction and Chaos Game Representation	Sarwan Ali (Columbia University), Taslim Murad (Institute of Business Administration), Imdad Khan (Lahore University of Management Sciences)
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)
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)
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 (University of Texas at El Paso), Mohammad Saidur Rahman (University of Texas at El Paso), Se Eun Oh (Ewha womans 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)
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)

Survey Track

No.	Title	Authors
32	Recommendation Systems Features: A Comprehensive Review	Amna Meddeb (ISITCOM), Lotfi Ben Romdhane (ISITCOM)
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)
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)
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)
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)
544	Opportunities for AutoML in the Agentic Era	Zhenqian Shen (Tsinghua university), Kelly Chandra Wijaya (Tsinghua university), Quanming Yao (Tsinghua university)
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)
690	Learning Bloom Filters: A Review	Paul Walther (Technical University of Munich), Martin Werner (Technical University of Munich)
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)
713	Memory in LLM-based Multi-agent Systems: Mechanisms, Challenges, and Collective Intelligence	Shanglin Wu (Emory University), Kai Shu (Emory University)
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)
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)

Special Track on LLMs for Data Science

No.	Title	Authors
48	DIALEVAL: Automated Type-Theoretic Evaluation of LLM Instruction Following	nardine basta (Macquarie University), Dali Kaafar (Macquarie University)
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 Finances and Economics), mengzhu chen (Guangdong University Of Finances and Economics), Jia Cai (Guangdong University Of Finances and Economics)
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)
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)
279	Task Complexity Matters: An Empirical Study of Reasoning in LLMs for Sentiment Analysis	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)
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)
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)
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)
431	Mixture-of-Adapters with Routed Distillation: Unsupervised Expert Routing for Efficient Multi-Task LoRA	Ali Braytee (University of Technology Sydney), Guanqi Cheng (University of Technology Sydney), Husam Al-Najjar (University of Technology Sydney), Ali Anaissi (The University of Sydney)
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)
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)
476	Uncertainty-aware Language Guidance for Concept Bottleneck Models	Yangyi Li (Iowa State University), Mengdi Huai (Iowa State 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)
492	Selective Forgetting for Large Reasoning Models	Tuan Le (Iowa State University), Wei Qian (Iowa State University), Mengdi Huai (Iowa State 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)
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)
591	Graph-based Learning for Taxonomy Optimization	Riya Gupta (eBay), Arnab Dutta (eBay)
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)
662	The Imitation Game: Evaluating Persona-Driven LLM Response Behavior in Web Surveys	Saijal Shahania (DZHW), Myra Spiliopoulou (Otto-von-Guericke-University), David Broneske (DZHW)
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)
700	AISSISTANT: Human-AI Collaborative Review and Perspective Research Workflows in Data Science	Sasi Kiran Gaddipati (Technische Informationsbibliothek (TIB)), Farhana Keya (Technische Informationsbibliothek (TIB)), Gollam Rabby (L3S Research Center), Sören Auer (Technische Informationsbibliothek (TIB))
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 State University)
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)
768	Online Domain-aware LLM Decoding for Continual Domain Evolution	Mohammad Abu-Shaira (The University of North Texas), Weishi Shi (The University of North Texas)
778	ASTRA: Adversarial Stealthy Trigger Reasoning Attacks for Black-Box LLMs	Seong-Gyu Park (Soongsil Univ.), Sohee Park (Soongsil Univ.), Daseon Choi (Soonsil Univ.)
791	Disentangling Style and Semantics for Calendar-Driven Text Generation: A Knowledge Graph-Guided Activation Steering Approach	Tanmay Kumar Shrivastava (IIT Bhilai), Aditya Bajpai (IIT Bhilai), Rajesh Mundotiya (IIT Bhilai)
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)
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 at Chicago)
869	ReForest: Interpretability Meets Reasoning in Isolation Forest	Juyoung Seo (Sungkyunkwan University), Geonwoo Bang (Sungkyunkwan University), Dongho Kim (Sungkyunkwan University), Moohong Min (Sungkyunkwan University)

Special Session on DSFA

No.	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)
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)
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)
115	Compositional Concept-Based Neuron-Level Explanations for Deep Reinforcement Learning	Zeyu Jiang (Beijing University of Posts and Telecommunications), Huang Hai (Beijing University of Posts and Telecommunications), Xingquan Zuo (Beijing University of Posts and Telecommunications)
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 (University of New South Wales), Gustavo Batista (University of New South Wales)
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)
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)
167	DynaMo3D: A Dynamic Mixture of SSM Experts Framework for 3D Point Cloud Detection	Qiankai Xi (Inner Mongolia University of Science and Technology), Li Ma (Digital Intelligence Industry College of Inner Mongolia University of Science and Technology), Jikai Zhang (Digital Intelligence Industry College of Inner Mongolia 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)
175	Towards A Novel Shapley-Based Framework for Data-Centric Cohort Refinement	Yueh Tang (University of Cincinnati), Justin Zhan (University of Cincinnati)
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)
192	Enhancing Limit Order Book Modeling through Type-Based Representation	Mingyu Yang (KAIST), Chanyeong Kim (KAIST), Guhyuk Chung (Line Investment), Woo Chang Kim (KAIST)
196	EquiFashion: Hybrid GAN–Diffusion Balancing Diversity–Fidelity for Fashion Design Generation	Nguyen Dinh Hieu (FPT University), Tran Minh Khuong (FPT University), Phan Duy Hung (FPT University)
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)
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)
272	RocketFormer: Robust Cryptocurrency Trend Classification under Extreme Market Conditions	Guanqiu Zhao (Beihang University), Tiantian Duan (Institute of Computing Technology, Chinese Academy of Sciences), Hanwen Zhang (Institute of Computing Technology, Chinese Academy of Sciences), Yi Sun (Institute of Computing Technology, Chinese Academy of Sciences)
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 (Aarhus University)
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)
315	Multimodal RAG: Text-Informed Cross-Modal Enhancement for Efficient Local Deployment	Chia-Yi Lin (National Taiwan University), Ming-Syan Chen (National Taiwan University)
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)
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)
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)
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)
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)
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)
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)
425	TAPE: Trend-Aware Perturbation Enhancement for Sparse Stepwise Non-Stationary Time Series	Shengnan Di (University of Technology Sydney), Zhidong Li (University of Technology Sydney), Fang Chen (University of Technology Sydney), Bin Liang (University of Technology Sydney)
429	Private Feature Delivery for Fraud Detection using Federated Representation Learning	Delton Myalil Antony (TCS Research), Manoj Apte (TCS Research), Rajan M A (TCS Research)
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)
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), Shixiong Li (University of Massachusetts Lowell), Yidan Hu (Rochester Institute of Technology), Yimin Chen (University of Massachusetts Lowell)
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), Lizhen Wang (Yunnan University)
482	Asymmetric Dynamics Mixup for Robust Neural ODEs	Bochao Zhang (Deakin University), Manzur Murshed (Deakin University)
498	Domain-Informed Attention Pooling: Abundance-Aware Set Transformers for Robust Representation Learning	Hyunwoo Yoo (Drexel University), Mohammadsaleh Refahi (Drexel University), Gail Rosen (Drexel University)
502	Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds?	Véronne Yepmo (IRIT), Julien Aligon (Université Toulouse Capitole - IRIT), Moncef Garouani (Université Toulouse Capitole - IRIT), André Peninou (Université Toulouse Jean Jaurès - IRIT), Olivier Teste (Université Toulouse Jean Jaurès - IRIT)
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)
517	Joint Universal Adversarial Perturbations with Interpretations	Liangbo Ning (The Hong Kong Polytechnic University), Zeyu Dai (The Hong Kong Polytechnic University), Wenqi Fan (The Hong Kong Polytechnic University), Jingran Su (The Hong Kong Polytechnic University), Chao Pan (The Hong Kong Polytechnic University), Luning Wang (Huawei Tech.), Qing Li (The Hong Kong Polytechnic University)
542	C³: Capturing Consensus with Contrastive Learning in Group Recommendation	Soyoung Kim (Department of Applied Artificial Intelligence, Sungkyunkwan University), Dongjun Lee (Department of Electrical and Computer Engineering, Sungkyunkwan University), Jaekwang Kim (Department of Immersive Media Engineering/Convergence Program for Social Innovation, Sungkyunkwan 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)
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)
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)
565	Bridging Statistical Seasonality and Diffusion-based Deep Learning for Multivariate Time Series Forecasting	sarinna maplook (Hiroshima University), Koji Eguchi (Hiroshima University)
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)
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)
598	CadST : Correlation-aware Alignment and Disentanglement in Multi-modal Spatio-Temporal Traffic Prediction	Limei Liu (Monash University), Peibo Duan (Monash University), Zhenliang Ma (KTH Royal Institute of Technology), Leizhen Wang (Monash University), Yibo Wang (Monash University), Jia Rong (Monash University)
603	EPLKG: Efficient Prompt Learning with Knowledge Graph	yongtaek lim (DATUMO), suho kang (yonsei university), yewon kim (ADD), dokyung youn (university of seoul), Jiyoung Jung (university of seoul), kyungwoo song (yonsei university)
608	RGS: Relation-Guided Graph State Network for Multimodal Emotion Recognition in Conversations	Juntao Wang (Kyushu University), Tsunenori Mine (Kyushu 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)
630	Reducing Disparity in Aleatoric Uncertainty for Age Estimation from Facial Images	Ruhani Rahman (University of North Carolina at Charlotte), Zhe Fu (Renmin University of China), Depeng Xu (University of North Carolina at Charlotte), Xi (Sunshine) Niu (UNC Charlotte)
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)
645	FairFinGAN: Fairness-aware Synthetic Financial Data Generation	Tai Le Quy (University of Koblenz), Dung Nguyen Tuan (Hanoi University of Science and Technology), Trung Nguyen Thanh (Hanoi University of Science and Technology), Duy Tran Cong (Hanoi University of Science and Technology), Huyen Giang Thi Thu (Banking Academy of Vietnam), Frank Hopfgartner (University of Koblenz)
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)
678	Human Pose Estimation in Videos Using the Concept of A PID Controller	Kim Yeeun (Sungkyunkwan University), Lee Jongmin (Sungkyunkwan University), Lee Jangwon (Sungkyunkwan University)
682	Region-Level Black-Box Defense Against Stealthy Embedding-Space Backdoors in CLIP	Ahmed Abdelnaby (Washington State University), Mohamed Elmahallawy (Washington State University)
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)
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)
699	KMM: Learnable Dual-Stream Time Encoding for Continuous-Time Dynamic Graphs	Peeradon Sarnkaew (Chulalongkorn University), Naruemon Pratanwanich (Chulalongkorn University), Natthawut Kertkeidkachorn (Japan Advanced Institute of Science and Technology), Xin Liu (National Institute of Advanced Industrial Science and Technology)
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)
707	A Hybrid Recommendation Approach with LLM-Enhanced Features and Heterogeneous Graph Attention Network	Ziliang Deng (Shenzhen Technology University), Yuanzhe Cai (Shenzhen Technology University)
712	NUSA: Drift-Aware Multimodal Authentication for Mobile Social Media	Eldar Jalilzade (Newcastle University), Lei Shi (Newcastle 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), Manny Sandoval (Loyola University Chicago), Deborah Hall (Arizona State University), Yasin Silva (Loyola University Chicago), Huan Liu (Arizona State University)
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 I. Diochnos (University of Oklahoma)
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)
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)
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)
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)
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)
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 (Vettery)
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)
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)
866	What Helps---and What Hurts: Bidirectional Explanations for Vision Transformers	Qin Su (University of Kentucky), Tie Luo (University of Kentucky)
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)
91	Automated Multiple-Choice Question Generation: A Survey from a KDDM Perspective	Nan Mu (University Of Galway), TSUNENORI MINE (Kyushu University)
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 (CMU), Siyun Chen (Peking University), Tianyi Zhang (Peking University), yang liu (Nanyang Technological University), YI DING (Nanyang Technological University), Liming Zhai (School of Computer Science, Central China Normal University), ziyu jia (Institute of Automation of Chinese Academy of Sciences), Xinliang Zhou (Nanyang Technological University)
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 Mahmud Topu (Shahjalal University of Science and Technology), Taki Hasan Rafi (Hanyang University), Dong-Kyu Chae (Hanyang 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)
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)
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)
208	SIMC: LLM-Driven Generative Recommendation with Semantic Item Modeling and Constraints	Minghao Chen (Tencent), Jiale Zheng (Huawei)
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)
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)
310	FACTOR: Financial Analysis and Consistency-Testing Oriented Representation	dongqing li (ShenZhen University), Shubin Cai (ShenZhen 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 (University of Technology Sydney), Xiaohan Su (University of Technology Sydney), Biao Wu (University of Technology Sydney), Chenya Huang (University of Technology Sydney), Bin Liang (University of Technology Sydney)
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)
567	DeSAM: Extracting MITRE Techniques from Cyber Threat Intelligence with Description-Semantic Attention Mechanism	Jingxian Zhou (Civil Aviation University of China), Yuxin Xue (Civil Aviation University of China)
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)
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)
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)
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)
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)
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)