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• Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks

  Lingyu Mu, Zhengxiao Liu, Zhitong Zhu, Zheng Lin

  12408-12416

  2025-04-11

• Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective

  Bo Ni, Yu Wang, Lu Cheng, Erik Blasch, Tyler Derr

  12417-12425

  2025-04-11

• LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation

  Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao

  12426-12434

  2025-04-11

• Tab-Shapley: Identifying Top-k Tabular Data Quality Insights

  Manisha Padala, Lokesh Nagalapatti, Atharv Tyagi, Ramasuri Narayanam, Shiv Kumar Saini

  12435-12442

  2025-04-11

• A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection

  Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan

  12443-12451

  2025-04-11

• Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation

  Mohit Prashant, Arvind Easwaran, Suman Das, Michael Yuhas

  12452-12460

  2025-04-11

• Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation

  Yuxin Qi, Quan Zhang, Xi Lin, Xiu Su, Jiani Zhu, Jingyu Wang, Jianhua Li

  12461-12469

  2025-04-11

• Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment

  Yiran Qiao, Ningtao Wang, Yuncong Gao, Yang Yang, Xing Fu, Weiqiang Wang, Xiang Ao

  12470-12478

  2025-04-11

• GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model

  Yifang Qin, Jiaxuan Xie, Zhiping Xiao, Ming Zhang

  12479-12487

  2025-04-11

• Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation

  Nian Rong, Fei Xiong, Shirui Pan, Guixun Luo, Jia Wu, Liang Wang

  12488-12496

  2025-04-11

• Hyperparametric Robust and Dynamic Influence Maximization

  Arkaprava Saha, Bogdan Cautis, Xiaokui Xiao, Laks V. S. Lakshmanan

  12497-12505

  2025-04-11

• Towards Loss-Resilient Image Coding for Unstable Satellite Networks

  Hongwei Sha, Muchen Dong, Quanyou Luo, Ming Lu, Hao Chen, Zhan Ma

  12506-12514

  2025-04-11

• Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks

  Weixuan Shen, Xiaobo Shen, Shirui Pan

  12515-12523

  2025-04-11

• AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors

  Hao Shi, Weili Song, Xinting Zhang, Jiahe Shi, Cuicui Luo, Xiang Ao, Hamid Arian, Luis Angel Seco

  12524-12532

  2025-04-11

• Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience

  Brijraj Singh, Sonal , Niranjan Pedanekar

  12533-12540

  2025-04-11

• Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints

  Yash Sinha, Murari Mandal, Mohan Kankanhalli

  12541-12549

  2025-04-11

• Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation

  Chao Song, Zheng Ren, Li Lu

  12550-12558

  2025-04-11

• UniFORM: Towards Unified Framework for Anomaly Detection on Graphs

  Chuancheng Song, Xixun Lin, Hanyang Shen, Yanmin Shang, Yanan Cao

  12559-12567

  2025-04-11

• Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation

  Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou, Wanchun Dou

  12568-12576

  2025-04-11

• Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks

  Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu

  12577-12585

  2025-04-11

• Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics

  Li Sun, Ziheng Zhang, Zixi Wang, Yujie Wang, Qiqi Wan, Hao Li, Hao Peng, Philip S. Yu

  12586-12594

  2025-04-11

• GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation

  Shengyin Sun, Wenhao Yu, Yuxiang Ren, Weitao Du, Liwei Liu, Xuecang Zhang, Ying Hu, Chen Ma

  12595-12603

  2025-04-11

• LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation

  Yatong Sun, Xiaochun Yang, Zhu Sun, Yan Wang, Bin Wang, Xinghua Qu

  12604-12612

  2025-04-11

• EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion

  Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He

  12613-12621

  2025-04-11

• Hubness Change Point Detection

  Ikumi Suzuki, Kazuo Hara, Eiji Murakami

  12622-12630

  2025-04-11