PPaperPicks

Jie Zhang

Nanyang Technological University, School of Computer Engineering, Singapore

28 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8996-7581 ↗Homepage ↗

Venues

AAAI ×7SIGKDD ×4SIGIR ×3WWW ×3ACL ×2NeurIPS ×2AAMAS ×1CVPR ×1ICDE ×1ICLR ×1ICML ×1NDSS ×1RecSys ×1

Frequent coauthors

Zhu Sun
×14
Yingpeng Du
×13
Ziyan Wang
×6
Tianjun Wei
×6
Haoyan Chua
×5
Zhiguang Cao
×5
Huizhong Guo
×4
Dongxia Wang
×4
Yew-Soon Ong
×4
Yining Ma
×4
Jianan Zhou
×4
Yaoxin Wu
×4

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. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
    ,
    Nhat Chung
    , Jie Zhang,
    Yue Cao
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    ,
    Lei Ma
    ,
    Qing Guo
  4. 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
  5. ONE-PASS: Single Forward Pass Decoding for Listwise Reranking
    WWW 2026 ·
    Yingpeng Du
    ,
    Zhu Sun
    ,
    Tianjun Wei
    , Jie Zhang
  6. Reinforcement Speculative Decoding for Fast Ranking
    SIGKDD 2026 ·
    Yingpeng Du
    ,
    Tianjun Wei
    ,
    Zhu Sun
    , Jie Zhang,
    Xun Jiang
  7. SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
    AAAI 2026 ·
    Qiuyu Zhu
    ,
    Liang Zhang
    ,
    Qianxiong Xu
    ,
    Cheng Long
    , Jie Zhang
  8. 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
  9. TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
    AAAI 2026 ·
    Honglei Zhang
    ,
    Zhiwei Li
    ,
    Haoxuan Li
    ,
    Xin Zhou
    , Jie Zhang,
    Yidong Li
  10. 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
  11. Enhancing New-item Fairness in Dynamic Recommender Systems
    SIGIR 2025 ·
    Huizhong Guo
    ,
    Zhu Sun
    ,
    Dongxia Wang
    ,
    Tianjun Wei
    ,
    Jinfeng Li
    , Jie Zhang
  12. 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
  13. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
    ,
    Chuanbo Hua
    ,
    Junyoung Park
    ,
    Laurin Luttmann
    ,
    Yining Ma
    ,
    Fanchen Bu
    ,
    Jiarui Wang
    ,
    Haoran Ye
    ,
    Minsu Kim
    ,
    Sanghyeok Choi
    ,
    Nayeli Gast Zepeda
    ,
    André Hottung
    ,
    Jianan Zhou
    ,
    Jieyi Bi
    ,
    Yu Hu
    ,
    Fei Liu
    ,
    Hyeonah Kim
    ,
    Jiwoo Son
    ,
    Haeyeon Kim
    ,
    Davide Angioni
    ,
    Wouter Kool
    ,
    Zhiguang Cao
    ,
    Qingfu Zhang
    ,
    Joungho Kim
    , Jie Zhang,
    Kijung Shin
    ,
    Cathy Wu
    ,
    Sungsoo Ahn
    ,
    Guojie Song
    ,
    Changhyun Kwon
    ,
    Kevin Tierney
    ,
    Lin Xie
    ,
    Jinkyoo Park
  14. 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
  15. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
    ,
    Yun Xing
    , Jie Zhang,
    Di Lin
    ,
    Tianwei Zhang
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    ,
    Qing Guo
  16. THEMIS: Regulating Textual Inversion for Personalized Concept Censorship
    NDSS 2025 ·
    Yutong Wu
    , Jie Zhang,
    Florian Kerschbaum
    ,
    Tianwei Zhang
  17. 2D-Ptr: 2D Array Pointer Network for Solving the Heterogeneous Capacitated Vehicle Routing Problem
    AAMAS 2024 ·
    Qidong Liu
    ,
    Chaoyue Liu
    ,
    Shaoyao Niu
    ,
    Cheng Long
    , Jie Zhang,
    Mingliang Xu
  18. Collaboration! Towards Robust Neural Methods for Routing Problems
    NeurIPS 2024 ·
    Jianan Zhou
    ,
    Yaoxin Wu
    ,
    Zhiguang Cao
    ,
    Wen Song
    , Jie Zhang,
    Zhiqi Shen
  19. Configurable Fairness for New Item Recommendation Considering Entry Time of Items
    SIGIR 2024 ·
    Huizhong Guo
    ,
    Dongxia Wang
    ,
    Zhu Sun
    ,
    Haonan Zhang
    ,
    Jinfeng Li
    , Jie Zhang
  20. Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
    ICLR 2024 ·
    Cong Zhang
    ,
    Zhiguang Cao
    ,
    Wen Song
    ,
    Yaoxin Wu
    , Jie Zhang
  21. Disentangled Multi-interest Representation Learning for Sequential Recommendation
    SIGKDD 2024 ·
    Yingpeng Du
    ,
    Ziyan Wang
    ,
    Zhu Sun
    ,
    Yining Ma
    ,
    Hongzhi Liu
    , Jie Zhang
  22. 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
  23. Learning to Handle Complex Constraints for Vehicle Routing Problems
    NeurIPS 2024 ·
    Jieyi Bi
    ,
    Yining Ma
    ,
    Jianan Zhou
    ,
    Wen Song
    ,
    Zhiguang Cao
    ,
    Yaoxin Wu
    , Jie Zhang
  24. MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
    ICML 2024 ·
    Jianan Zhou
    ,
    Zhiguang Cao
    ,
    Yaoxin Wu
    ,
    Wen Song
    ,
    Yining Ma
    , Jie Zhang,
    Chi Xu
  25. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
    ,
    Felix Juefei-Xu
    ,
    Qing Guo
    , Jie Zhang,
    Yutong Wu
    ,
    Ming Hu
    ,
    Tianlin Li
    ,
    Geguang Pu
    ,
    Yang Liu
  26. 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
  27. Towards Cross-Domain Continual Learning
    ICDE 2024 ·
    Marcus de Carvalho
    ,
    Mahardhika Pratama
    , Jie Zhang,
    Haoyan Chua
    ,
    Edward Kien Yee Yapp
  28. Unified Denoising Training for Recommendation
    RecSys 2024 ·
    Haoyan Chua
    ,
    Yingpeng Du
    ,
    Zhu Sun
    ,
    Ziyan Wang
    , Jie Zhang,
    Yew-Soon Ong