PPaperPicks

Zhi Zheng

University of Science and Technology of China, School of Computer Science and Technology, Hefei, China

23 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7758-8904 ↗Homepage ↗

Venues

AAAI ×5EMNLP ×5ACL ×3WWW ×3SIGIR ×2CIKM ×1IJCAI ×1NeurIPS ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Tong Xu
×13
Enhong Chen
×8
Hui Xiong
×7
Wei Chen
×6
Qi Liu
×5
Hengshu Zhu
×5
Huijun Hou
×4
Lili Zhao
×3
Shuyao Wang
×3
Wenshuo Chao
×3
Zhaopeng Qiu
×3
Jingqing Ruan
×2

Papers

  1. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
    ACL 2026 ·
    Fengxian Dong
    , Zhi Zheng,
    Xiao Han
    ,
    Wei Chen
    ,
    Jingqing Ruan
    ,
    Tong Xu
    ,
    Yong Chen
    ,
    Enhong Chen
  2. STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering
    SIGIR 2026 ·
    Wei Chen
    ,
    Lili Zhao
    , Zhi Zheng,
    Huijun Hou
    ,
    Tong Xu
  3. Token-level Collaborative Alignment for LLM-based Generative Recommendation
    WWW 2026 ·
    Fake Lin
    ,
    Binbin Hu
    , Zhi Zheng,
    Xi Zhu
    ,
    Ziqi Liu
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Tong Xu
  4. VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
    ACL 2026 ·
    Junda Lin
    ,
    Zhaomeng Zhou
    , Zhi Zheng,
    Shuochen Liu
    ,
    Tong Xu
    ,
    Yong Chen
    ,
    Enhong Chen
  5. AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
    ACL 2025 ·
    Qi Liu
    ,
    Jingqing Ruan
    ,
    Hao Li
    ,
    Haodong Zhao
    ,
    Desheng Wang
    ,
    Jiansong Chen
    ,
    Guanglu Wan
    ,
    Xunliang Cai
    , Zhi Zheng,
    Tong Xu
  6. Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling
    IJCAI 2025 ·
    Tianhui Ma
    ,
    Shuyao Wang
    , Zhi Zheng,
    Hui Xiong
  7. Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs
    EMNLP 2025 ·
    Wei Chen
    , Zhi Zheng,
    Lili Zhao
    ,
    Huijun Hou
    ,
    Tong Xu
  8. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
    ,
    Xinhang Li
    ,
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Zhihong Zhu
    , Zhi Zheng,
    Xian Wu
    ,
    Xiangyu Zhao
    ,
    Tong Xu
    ,
    Enhong Chen
  9. Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
    AAAI 2025 ·
    Yuyang Ye
    , Zhi Zheng,
    Yishan Shen
    ,
    Tianshu Wang
    ,
    Hengruo Zhang
    ,
    Peijun Zhu
    ,
    Runlong Yu
    ,
    Kai Zhang
    ,
    Hui Xiong
  10. LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning
    SIGKDD 2025 ·
    Shengming Zhang
    ,
    Le Zhang
    ,
    Jingbo Zhou
    , Zhi Zheng,
    Hui Xiong
  11. Multi-Branch Self-Drafting for LLM Inference Acceleration
    AAAI 2025 ·
    Zipeng Gao
    ,
    Qingrong Xia
    ,
    Tong Xu
    ,
    Xinyu Duan
    , Zhi Zheng,
    Zhefeng Wang
    ,
    Enhong Chen
  12. SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
    NeurIPS 2025 ·
    Zenan Ying
    , Zhi Zheng,
    Huijun Hou
    ,
    Tong Xu
    ,
    Qi Liu
    ,
    Jinke Wang
    ,
    Wei Chen
  13. Think and Recall: Layer-Level Prompting for Lifelong Model Editing
    EMNLP 2025 ·
    Jinke Wang
    ,
    Zenan Ying
    ,
    Qi Liu
    ,
    Wei Chen
    ,
    Tong Xu
    ,
    Huijun Hou
    , Zhi Zheng
  14. Unleashing the Power of Large Language Model for Denoising Recommendation
    WWW 2025 ·
    Shuyao Wang
    , Zhi Zheng,
    Yongduo Sui
    ,
    Hui Xiong
  15. A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction
    AAAI 2024 ·
    Wenshuo Chao
    ,
    Zhaopeng Qiu
    ,
    Likang Wu
    ,
    Zhuoning Guo
    , Zhi Zheng,
    Hengshu Zhu
    ,
    Hao Liu
  16. Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition
    EMNLP 2024 ·
    Wei Chen
    ,
    Lili Zhao
    , Zhi Zheng,
    Tong Xu
    ,
    Yang Wang
    ,
    Enhong Chen
  17. Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
    WSDM 2024 ·
    Shuyao Wang
    ,
    Yongduo Sui
    ,
    Jiancan Wu
    , Zhi Zheng,
    Hui Xiong
  18. Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations
    AAAI 2024 ·
    Likang Wu
    ,
    Zhaopeng Qiu
    , Zhi Zheng,
    Hengshu Zhu
    ,
    Enhong Chen
  19. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding
    EMNLP 2024 ·
    Ziqi Wang
    ,
    Chen Zhu
    , Zhi Zheng,
    Xinhang Li
    ,
    Tong Xu
    ,
    Yongyi He
    ,
    Qi Liu
    ,
    Ying Yu
    ,
    Enhong Chen
  20. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    WWW 2024 · Zhi Zheng,
    Wenshuo Chao
    ,
    Zhaopeng Qiu
    ,
    Hengshu Zhu
    ,
    Hui Xiong
  21. MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment
    SIGIR 2024 · Zhi Zheng,
    Xiao Hu
    ,
    Shanshan Gao
    ,
    Hengshu Zhu
    ,
    Hui Xiong
  22. Make Large Language Model a Better Ranker
    EMNLP 2024 ·
    Wenshuo Chao
    , Zhi Zheng,
    Hengshu Zhu
    ,
    Hao Liu
  23. UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models
    CIKM 2024 ·
    Qi Liu
    ,
    Yongyi He
    ,
    Tong Xu
    ,
    Defu Lian
    ,
    Che Liu
    , Zhi Zheng,
    Enhong Chen