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Zhenye Yang

Postgraduate Student
ACDC Group
yangzhenye@bupt.edu.cn


About Me

Alexander Yang received his B.S. degree from Beijing University of Posts and Telecommunications, Beijing, China in 2024. He is currently pursuing a M.S. degree in the ACDC Group, with a research field in generative recommendation systems.

Research Interests

News

Publications

  1. ICDE
    DSSNet: Deep Spectral Structure Predictive Network for Urban Traffic Flow Forecasting via Learnable Spectral Decomposition
    Tao Wang, Zhenye Yang and Jinpeng Chen,
    The annual IEEE International Conference on Data Engineering (ICDE), 2026.
    Submitted(Optimization in progress)

  2. WWW
    Beyond Similarity: Popularity-aware Cross-subtopic Embedding and Graph Augmentation for Multimodal Recommendation
    Zhenye Yang, Jinpeng Chen, Huan Li, Tao Wang, Senzhang Wang and Peng Wang
    The Web Conference (WWW), 2026.
    Submitted

  3. WWW
    AgentTailor: Decomposing Long-Tail Recommendation into Interpretable Multi-Agent Collaborative Reasoning
    Jinpeng Chen, Zhenye Yang, Huan Li, Kaimin Wei, Senzhang Wang, Hongbo Gao, Tong Lin and Guomin Xiong
    The Web Conference (WWW), 2026.
    Submitted

  4. CIKM
    STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
    Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang
    ACM International Conference on Information and Knowledge Management (CIKM), 2025.
    PDF Oral Presentation

  5. ICDM
    Heterogeneous Graph-based Sequential Recommendation with Disentangled Methods
    Jinpeng Chen, Huachen Guan, Fan Zhang, Zhenye Yang, Jianxiang He, Hongbo Gao, Kaimin Wei
    IEEE International Conference on Data Mining (ICDM), 2025.
    Oral Presentation

  6. TCSS
    Enhancing Explainable Sequential Recommendation with Disentangled Representations and Auxiliary Review Explanations
    Jinpeng Chen, Huachen Guan, Hongbo Gao, Huan Li, Zhenye Yang, Fan Zhang, Kaimin Wei, Feifei Kou, Xindong Wu
    IEEE Transactions on Computational Social Systems (TCSS), 2025.

  7. SIGIR
    Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
    Jinpeng Chen, Jianxiang He, Huan Li, Senzhang Wang, Yuan Cao, Kaimin Wei, Zhenye Yang, Ye Ji
    ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025.
    PDF Oral Presentation

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