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Zhu Sun

Singapore University of Technology and Design, Singapore

25 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

SIGIR ×9AAAI ×5SIGKDD ×4WWW ×4ACL ×2RecSys ×1

Frequent coauthors

Yingpeng Du
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Huizhong Guo
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Ziyan Wang
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Youchen Sun
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Hongyang Liu
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Haotian Wu
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Zhifu Wei
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Kunrong Li
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Tianjun Wei
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Hongxu Wang
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Yizhou Dang
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Zhuoxuan Huang
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Papers

  1. Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model
    ACL 2026 ·
    Ziyan Wang
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  2. Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation
    AAAI 2026 ·
    Hongyang Liu
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  3. Dynamic Experts Synergy for Multi-Task Recommendation
    WWW 2026 ·
    Haotian Wu
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  4. Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation
    SIGIR 2026 ·
    Zhifu Wei
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  5. HyMoERec: Hybrid Mixture-of-Experts for Sequential Recommendation (Student Abstract)
    AAAI 2026 ·
    Kunrong Li
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  6. Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
    ACL 2026 ·
    Tianjun Wei
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  7. ONE-PASS: Single Forward Pass Decoding for Listwise Reranking
    WWW 2026 ·
    Yingpeng Du
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  8. Orthogonal Meta-learning Boosted Bayesian Optimization for Uncertain Multi-Objective Recommendation
    WWW 2026 ·
    Hongxu Wang
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  9. Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models
    SIGIR 2026 ·
    Yizhou Dang
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  10. Reinforcement Speculative Decoding for Fast Ranking
    SIGKDD 2026 ·
    Yingpeng Du
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  11. Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking
    SIGIR 2026 ·
    Huizhong Guo
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  12. iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification
    SIGIR 2026 ·
    Zhuoxuan Huang
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  13. Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation
    AAAI 2025 ·
    Yingpeng Du
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  14. Enhancing New-item Fairness in Dynamic Recommender Systems
    SIGIR 2025 ·
    Huizhong Guo
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  15. LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation
    AAAI 2025 ·
    Yatong Sun
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  16. LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture
    SIGKDD 2025 ·
    Yanhui Li
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  17. Model-Agnostic Social Network Refinement with Diffusion Models for Robust Social Recommendation
    WWW 2025 ·
    Youchen Sun
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  18. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    AAAI 2025 ·
    Ziyan Wang
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  19. Adaptive In-Context Learning with Large Language Models for Bundle Generation
    SIGIR 2024 · Zhu Sun
  20. An Empirical Analysis on Multi-turn Conversational Recommender Systems
    SIGIR 2024 ·
    Lu Zhang
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  21. Configurable Fairness for New Item Recommendation Considering Entry Time of Items
    SIGIR 2024 ·
    Huizhong Guo
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  22. Disentangled Multi-interest Representation Learning for Sequential Recommendation
    SIGKDD 2024 ·
    Yingpeng Du
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  23. Large Language Models for Intent-Driven Session Recommendations
    SIGIR 2024 · Zhu Sun
  24. Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation
    SIGKDD 2024 ·
    Youchen Sun
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  25. Unified Denoising Training for Recommendation
    RecSys 2024 ·
    Haoyan Chua
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