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• A Lightweight Sparse Interaction Network for Time Series Forecasting

  Xu Zhang, Qitong Wang, Peng Wang, Wei Wang

  13304-13312

  2025-04-11

• Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning

  Ye Zhang, Yanqi Gao, Dongjie Wang, Yupeng Zhou, Jinlong He, Zhaoyang Sun, Minghao Yin

  13313-13321

  2025-04-11

• Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

  Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen

  13322-13330

  2025-04-11

• Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective

  Zhongjian Zhang, Mengmei Zhang, Xiao Wang, Lingjuan Lyu, Bo Yan, Junping Du, Chuan Shi

  13331-13338

  2025-04-11

• LLM-Powered User Simulator for Recommender System

  Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang

  13339-13347

  2025-04-11

• UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks

  Jie Zhao, Chao Chen, Yuanshao Zhu, Mingyu Deng, Yuxuan Liang

  13348-13356

  2025-04-11

• Highly Imperceptible Black-Box Graph Injection Attacks with Reinforcement Learning

  Maochang Zhao, Jing Zhang

  13357-13364

  2025-04-11

• Spatial-Temporal Knowledge Distillation for Takeaway Recommendation

  Shuyuan Zhao, Wei Chen, Boyan Shi, Liyong Zhou, Shuohao Lin, Huaiyu Wan

  13365-13373

  2025-04-11

• Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling

  Siqian Zhao, Sherry Sahebi

  13374-13382

  2025-04-11

• GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs

  Songwei Zhao, Yuan Jiang, Zijing Zhang, Yang Yu, Hechang Chen

  13383-13391

  2025-04-11

• From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking

  Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song

  13392-13400

  2025-04-11

• TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs

  Yusheng Zhao, Changhu Wang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang

  13401-13409

  2025-04-11

• Dynamic Spectral Graph Anomaly Detection

  Jianbo Zheng, Chao Yang, Tairui Zhang, Longbing Cao, Bin Jiang, Xuhui Fan, Xiao-ming Wu, Xianxun Zhu

  13410-13418

  2025-04-11

• ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting

  Qi Zheng, Zihao Yao, Yaying Zhang

  13419-13427

  2025-04-11

• Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification

  Zijie Zhou, Zhaoqi Lu, Xuekai Wei, Rongqin Chen, Shenghui Zhang, Pak Lon Ip, Leong Hou U

  13428-13436

  2025-04-11

• The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space

  Jianxiang Zhu, Dandan Lai, Zhongcui Ma, Yaxin Peng

  13437-13445

  2025-04-11

• Representation Learning Based Predicate Invention on Knowledge Graphs

  Man Zhu, Pengfei Huang, Lei Gu, Xiaolong Xu, Jingyu Han

  13446-13454

  2025-04-11

• Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling

  Wenqiao Zhu, Lulu Wang, Jun Wu

  13455-13463

  2025-04-11

• Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training

  Wenting Zhu, Chaozhuo Li, Litian Zhang, Senzhang Wang, Xi Zhang

  13464-13472

  2025-04-11

• Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement

  Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai, Ximeng Liu

  13473-13482

  2025-04-11

• Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection

  Zhipeng Zou, Sheng Wan, Guangyu Li, Bo Han, Tongliang Liu, Lin Zhao, Chen Gong

  13483-13491

  2025-04-11

• LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views

  Ziyun Zou, Yinghui Jiang, Lian Shen, Juan Liu, Xiangrong Liu

  13492-13500

  2025-04-11

• Commitment to Sparse Strategies in Two-Player Games

  Salam Afiouni, Jakub Černý, Chun Kai Ling, Christian Kroer

  13502-13509

  2025-04-11

• A Continuous-time Tractable Model for Present-biased Agents

  Yasunori Akagi, Hideaki Kim, Takeshi Kurashima

  13510-13519

  2025-04-11

• Epistemic EFX Allocations Exist for Monotone Valuations

  Hannaneh Akrami, Nidhi Rathi

  13520-13528

  2025-04-11