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Yingpeng Du

14 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

WWW ×4AAAI ×3SIGKDD ×3ACL ×2RecSys ×1SIGIR ×1

Frequent coauthors

Jie Zhang
×13
Zhu Sun
×13
Ziyan Wang
×6
Tianjun Wei
×5
Yew-Soon Ong
×5
Haoyan Chua
×4
Huizhong Guo
×2
Dongxia Wang
×2
Youchen Sun
×2
Hongzhi Liu
×2
Jieyi Bi
×1
Haotian Wu
×1

Papers

  1. Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model
    ACL 2026 ·
    Ziyan Wang
    , Yingpeng Du,
    Tianjun Wei
    ,
    Haoyan Chua
    ,
    Jieyi Bi
    ,
    Jie Zhang
    ,
    Zhu Sun
  2. Dynamic Experts Synergy for Multi-Task Recommendation
    WWW 2026 ·
    Haotian Wu
    , Yingpeng Du,
    Zhu Sun
    ,
    Jie Zhang
    ,
    Puay Siew Tan
  3. Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
    ACL 2026 ·
    Tianjun Wei
    ,
    Huizhong Guo
    , Yingpeng Du,
    Zhu Sun
    ,
    Huang Chen
    ,
    Dongxia Wang
    ,
    Jie Zhang
  4. ONE-PASS: Single Forward Pass Decoding for Listwise Reranking
    WWW 2026 · Yingpeng Du,
    Zhu Sun
    ,
    Tianjun Wei
    ,
    Jie Zhang
  5. Orthogonal Meta-learning Boosted Bayesian Optimization for Uncertain Multi-Objective Recommendation
    WWW 2026 ·
    Hongxu Wang
    , Yingpeng Du,
    Zhu Sun
    ,
    Lu Zhang
    ,
    Tiantian He
    ,
    Yew-Soon Ong
  6. Reinforcement Speculative Decoding for Fast Ranking
    SIGKDD 2026 · Yingpeng Du,
    Tianjun Wei
    ,
    Zhu Sun
    ,
    Jie Zhang
    ,
    Xun Jiang
  7. Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking
    SIGIR 2026 ·
    Huizhong Guo
    ,
    Tianjun Wei
    ,
    Dongxia Wang
    , Yingpeng Du,
    Ziyan Wang
    ,
    Jie Zhang
    ,
    Zhu Sun
  8. Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation
    AAAI 2025 · Yingpeng Du,
    Zhu Sun
    ,
    Ziyan Wang
    ,
    Haoyan Chua
    ,
    Jie Zhang
    ,
    Yew-Soon Ong
  9. Model-Agnostic Social Network Refinement with Diffusion Models for Robust Social Recommendation
    WWW 2025 ·
    Youchen Sun
    ,
    Zhu Sun
    , Yingpeng Du,
    Jie Zhang
    ,
    Yew Soon Ong
  10. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    AAAI 2025 ·
    Ziyan Wang
    , Yingpeng Du,
    Zhu Sun
    ,
    Haoyan Chua
    ,
    Kaidong Feng
    ,
    Wenya Wang
    ,
    Jie Zhang
  11. Disentangled Multi-interest Representation Learning for Sequential Recommendation
    SIGKDD 2024 · Yingpeng Du,
    Ziyan Wang
    ,
    Zhu Sun
    ,
    Yining Ma
    ,
    Hongzhi Liu
    ,
    Jie Zhang
  12. Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
    AAAI 2024 · Yingpeng Du,
    Di Luo
    ,
    Rui Yan
    ,
    Xiaopei Wang
    ,
    Hongzhi Liu
    ,
    Hengshu Zhu
    ,
    Yang Song
    ,
    Jie Zhang
  13. Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation
    SIGKDD 2024 ·
    Youchen Sun
    ,
    Zhu Sun
    , Yingpeng Du,
    Jie Zhang
    ,
    Yew Soon Ong
  14. Unified Denoising Training for Recommendation
    RecSys 2024 ·
    Haoyan Chua
    , Yingpeng Du,
    Zhu Sun
    ,
    Ziyan Wang
    ,
    Jie Zhang
    ,
    Yew-Soon Ong