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Junkai Zhang

11 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3EMNLP ×2AAAI ×1CIKM ×1ICML ×1NAACL ×1SIGKDD ×1WWW ×1

Frequent coauthors

Wei Wang
×4
Yifan Zhang
×3
Jian Cheng
×3
Quanquan Gu
×3
Yifan Zang
×2
Jingyuan Qi
×2
Zian Jia
×2
Wangzhi Zhan
×2
Jingru Gan
×2
Jianpeng Chen
×2
Haohui Wang
×2
Muhao Chen
×2

Papers

  1. Bi-Level Knowledge Transfer for Multi-Task Multi-Agent Reinforcement Learning
    NeurIPS 2025 · Junkai Zhang,
    Jinmin He
    ,
    Yifan Zhang
    ,
    Yifan Zang
    ,
    Ning Xu
    ,
    Jian Cheng
  2. EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music Recommendation
    CIKM 2025 ·
    Ming He
    ,
    Wenbo Luo
    ,
    Yongjie Zheng
    , Junkai Zhang,
    Xiaolei Gao
  3. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
    ,
    Zian Jia
    ,
    Minqian Liu
    ,
    Wangzhi Zhan
    , Junkai Zhang,
    Xiaofei Wen
    ,
    Jingru Gan
    ,
    Jianpeng Chen
    ,
    Qin Liu
    ,
    Mingyu Derek Ma
    ,
    Bangzheng Li
    ,
    Haohui Wang
    ,
    Adithya Kulkarni
    ,
    Muhao Chen
    ,
    Dawei Zhou
    ,
    Ling Li
    ,
    Wei Wang
    ,
    Lifu Huang
  4. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    SIGKDD 2025 ·
    Jianpeng Chen
    ,
    Wangzhi Zhan
    ,
    Haohui Wang
    ,
    Zian Jia
    ,
    Jingru Gan
    , Junkai Zhang,
    Jingyuan Qi
    ,
    Tingwei Chen
    ,
    Lifu Huang
    ,
    Muhao Chen
    ,
    Ling Li
    ,
    Wei Wang
    ,
    Dawei Zhou
  5. PUO-Bench: A Panel Understanding and Operation Benchmark with A Privacy-Preserving Framework
    NeurIPS 2025 ·
    Wei Lin
    ,
    Yiwei Zhou
    , Junkai Zhang,
    Rui Shao
    ,
    Zhiyuan Zhao
    ,
    Junyu Gao
    ,
    Antoni B. Chan
    ,
    Xuelong Li
  6. Protein Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Yijia Xiao
    ,
    Wanjia Zhao
    , Junkai Zhang,
    Yiqiao Jin
    ,
    Han Zhang
    ,
    Zhicheng Ren
    ,
    Renliang Sun
    ,
    Haixin Wang
    ,
    Guancheng Wan
    ,
    Pan Lu
    ,
    Xiao Luo
    ,
    Yu Zhang
    ,
    James Zou
    ,
    Yizhou Sun
    ,
    Wei Wang
  7. Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation
    EMNLP 2025 ·
    Yang Wu
    ,
    Yifan Zhang
    ,
    Yurong Wu
    ,
    Yuran Wang
    , Junkai Zhang,
    Jian Cheng
  8. Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
    WWW 2024 ·
    Zijie Huang
    ,
    Jeehyun Hwang
    , Junkai Zhang,
    Jinwoo Baik
    ,
    Weitong Zhang
    ,
    Dominik Wodarz
    ,
    Yizhou Sun
    ,
    Quanquan Gu
    ,
    Wei Wang
  9. Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
    NeurIPS 2024 ·
    Zixiang Chen
    ,
    Huizhuo Yuan
    ,
    Yongqian Li
    ,
    Yiwen Kou
    , Junkai Zhang,
    Quanquan Gu
  10. Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2024 · Junkai Zhang,
    Yifan Zhang
    ,
    Xi Sheryl Zhang
    ,
    Yifan Zang
    ,
    Jian Cheng
  11. Uncertainty-Aware Reward-Free Exploration with General Function Approximation
    ICML 2024 · Junkai Zhang,
    Weitong Zhang
    ,
    Dongruo Zhou
    ,
    Quanquan Gu