publications

A list of my publications. Generated by Jekyll Scholar.

2024

  1. SIGIR
    ../MACRec.png
    MACRec: A Multi-Agent Collaboration Framework for Recommendation
    Zhefan Wang*, Yuanqing Yu*, Wendi Zheng, Weizhi Ma†, and Min Zhang†
    In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
    arXiv PDF Code
  2. DASFAA
    Recommendability.png
    To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models
    Zhefan Wang, Weizhi Ma†, and Min Zhang†
    arXiv preprint arXiv:2403.18628. Accepted by DASFAA 2024 , 2024
    arXiv Code
  3. ArXiv
    StepTool: A Step-grained Reinforcement Learning Framework for Tool Learning in LLMs
    Yuanqing Yu , Zhefan Wang, Weizhi Ma†, Zhicheng Guo, Jingtao Zhan , Shuai Wang, Chuhan Wu , Zhiqiang Guo, and Min Zhang†
    arXiv preprint arXiv:2410.07745, 2024
    arXiv Code

2023

  1. SIGIR
    IntEL.png
    Intent-aware Ranking Ensemble for Personalized Recommendation
    Jiayu Li, Peijie Sun , Zhefan Wang, Weizhi Ma , Yangkun Li, Min Zhang†, Zhoutian Feng, and Daiyue Xue
    In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
    arXiv PDF Code

2022

  1. CIKM
    TiMiRec.png
    Target interest distillation for multi-interest recommendation
    Chenyang Wang , Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang†, Yiqun Liu, Junlan Feng, Chao Deng , and Shaoping Ma
    In Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
    PDF Code