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Jie Zhang

Nanyang Technological University, School of Computer Engineering, Singapore

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

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Venues

AAAI ×7SIGKDD ×4SIGIR ×3WWW ×3ACL ×2NeurIPS ×2AAMAS ×1CVPR ×1ICDE ×1ICLR ×1ICML ×1RecSys ×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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Jianan Zhou
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Haotian Wu
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Yun Xing
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Tianjun Wei
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Qiuyu Zhu
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Honglei Zhang
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Federico Berto
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Yue Cao
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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. Dynamic Experts Synergy for Multi-Task Recommendation
    WWW 2026 ·
    Haotian Wu
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  3. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
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  4. Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
    ACL 2026 ·
    Tianjun Wei
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  5. ONE-PASS: Single Forward Pass Decoding for Listwise Reranking
    WWW 2026 ·
    Yingpeng Du
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  6. Reinforcement Speculative Decoding for Fast Ranking
    SIGKDD 2026 ·
    Yingpeng Du
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  7. SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
    AAAI 2026 ·
    Qiuyu Zhu
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  8. Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking
    SIGIR 2026 ·
    Huizhong Guo
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  9. TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
    AAAI 2026 ·
    Honglei Zhang
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  10. Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation
    AAAI 2025 ·
    Yingpeng Du
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  11. Enhancing New-item Fairness in Dynamic Recommender Systems
    SIGIR 2025 ·
    Huizhong Guo
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  12. Model-Agnostic Social Network Refinement with Diffusion Models for Robust Social Recommendation
    WWW 2025 ·
    Youchen Sun
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  13. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
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  14. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    AAAI 2025 ·
    Ziyan Wang
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  15. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
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  16. 2D-Ptr: 2D Array Pointer Network for Solving the Heterogeneous Capacitated Vehicle Routing Problem
    AAMAS 2024 ·
    Qidong Liu
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  17. Collaboration! Towards Robust Neural Methods for Routing Problems
    NeurIPS 2024 ·
    Jianan Zhou
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  18. Configurable Fairness for New Item Recommendation Considering Entry Time of Items
    SIGIR 2024 ·
    Huizhong Guo
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  19. Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
    ICLR 2024 ·
    Cong Zhang
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  20. Disentangled Multi-interest Representation Learning for Sequential Recommendation
    SIGKDD 2024 ·
    Yingpeng Du
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  21. Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
    AAAI 2024 ·
    Yingpeng Du
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  22. Learning to Handle Complex Constraints for Vehicle Routing Problems
    NeurIPS 2024 ·
    Jieyi Bi
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  23. MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
    ICML 2024 ·
    Jianan Zhou
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  24. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
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  25. Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation
    SIGKDD 2024 ·
    Youchen Sun
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  26. Towards Cross-Domain Continual Learning
    ICDE 2024 ·
    Marcus de Carvalho
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  27. Unified Denoising Training for Recommendation
    RecSys 2024 ·
    Haoyan Chua
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