PPaperPicks

Junjie Ye

Fudan University, School of Computer Science, Shanghai, China

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0004-0921-6323 ↗

Venues

ACL ×12EMNLP ×6AAAI ×3ICML ×1

Frequent coauthors

Qi Zhang
×19
Tao Gui
×19
Xuanjing Huang
×19
Zhiheng Xi
×9
Shihan Dou
×9
Caishuang Huang
×7
Ming Zhang
×6
Rui Zheng
×5
Yilong Wu
×5
Jiajun Sun
×4
Yuming Yang
×4
Changhao Jiang
×4

Papers

  1. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
    ACL 2026 ·
    Zhiheng Xi
    ,
    Dingwen Yang
    ,
    Jiaqi Liu
    ,
    Jixuan Huang
    ,
    Honglin Guo
    ,
    Baodai Huang
    ,
    Tinggang Chen
    ,
    Qi Zhang
    ,
    Zhonghang Lu
    ,
    Chenyu Liu
    ,
    Jiajun Sun
    ,
    Jiazheng Zhang
    ,
    Dingwei Zhu
    ,
    Xin Guo
    ,
    Junzhe Wang
    ,
    Zhihao Zhang
    ,
    Yuming Yang
    , Junjie Ye,
    Minghe Gao
    ,
    Dongrui Liu
    ,
    Jiaming Ji
    ,
    Guohao Li
    ,
    Tao Gui
    ,
    Xuanjing Huang
  2. Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
    ACL 2026 ·
    Changhao Jiang
    ,
    Ming Zhang
    ,
    Yifei Cao
    , Junjie Ye,
    Xiaoran Fan
    ,
    Shihan Dou
    ,
    Zhiheng Xi
    ,
    Jiajun Sun
    ,
    Yi Dong
    ,
    Yujiong Shen
    ,
    Jingqi Tong
    ,
    Baoyu Fan
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  3. DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data
    ACL 2026 ·
    Shaofan Liu
    ,
    Guoqiang Zhang
    ,
    Shihan Dou
    ,
    Huiyuan Zheng
    ,
    Yiming Zhou
    , Junjie Ye,
    Shaowen Wang
    ,
    Shichun Liu
    ,
    Jiazheng Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  4. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
    ACL 2026 · Junjie Ye,
    Changhao Jiang
    ,
    Zhengyin Du
    ,
    Yufei Xu
    ,
    Xuesong Yao
    ,
    Zhiheng Xi
    ,
    Xiaoran Fan
    ,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang
    ,
    Jiecao Chen
  5. FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval
    ACL 2026 ·
    Caishuang Huang
    ,
    Yang Qiao
    ,
    Rongyu Zhang
    , Junjie Ye,
    Pu Lu
    ,
    Wenxi Wu
    ,
    Meng Zhou
    ,
    Xiku Du
    ,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang
  6. MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
    AAAI 2026 ·
    Zhiheng Xi
    ,
    Yuhui Wang
    ,
    Yiwen Ding
    ,
    Guanyu Li
    ,
    Senjie Jin
    ,
    Shichun Liu
    ,
    Jixuan Huang
    ,
    Dingwen Yang
    ,
    Jiafu Tang
    ,
    Boyang Hong
    , Junjie Ye,
    Shihan Dou
    ,
    Ming Zhang
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  7. MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
    ACL 2026 · Junjie Ye,
    Caishuang Huang
    ,
    Zhuohan Chen
    ,
    Wenjie Fu
    ,
    Chenyuan Yang
    ,
    Leyi Yang
    ,
    Yilong Wu
    ,
    Peng Wang
    ,
    Meng Zhou
    ,
    Xiaolong Yang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
    ,
    Xuanjing Huang
  8. Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control
    ACL 2026 ·
    Changhao Jiang
    ,
    Jiahao Chen
    ,
    Zhenghao Xiang
    ,
    Zhixiong Yang
    ,
    Hanchen Wang
    ,
    Jiabao Zhuang
    ,
    Xinmeng Che
    ,
    Jiajun Sun
    ,
    Hui Li
    ,
    Yifei Cao
    ,
    Shihan Dou
    ,
    Ming Zhang
    , Junjie Ye,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  9. VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
    ACL 2026 ·
    Dingwei Zhu
    ,
    Shihan Dou
    ,
    Zhiheng Xi
    ,
    Senjie Jin
    ,
    Guoqiang Zhang
    ,
    Jiazheng Zhang
    , Junjie Ye,
    Mingxu Chai
    ,
    Enyu Zhou
    ,
    Ming Zhang
    ,
    Yuhui Wang
    ,
    Caishuang Huang
    ,
    Chenhao Huang
    ,
    Yunke Zhang
    ,
    Yuran Wang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xipeng Qiu
    ,
    Xuanjing Huang
  10. What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study
    AAAI 2026 ·
    Xiaoran Fan
    ,
    Zhichao Sun
    ,
    Yangfan Gao
    ,
    Jingfei Xiong
    ,
    Hang Yan
    ,
    Yifei Cao
    ,
    Jiajun Sun
    ,
    Shuo Li
    ,
    Zhihao Zhang
    ,
    Zhiheng Xi
    ,
    Yuhao Zhou
    ,
    Senjie Jin
    ,
    Changhao Jiang
    , Junjie Ye,
    Ming Zhang
    ,
    Rui Zheng
    ,
    Zhenhua Han
    ,
    Yunke Zhang
    ,
    Demei Yan
    ,
    Shaokang Dong
    ,
    Tao Ji
    ,
    Tao Gui
  11. Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
    AAAI 2025 ·
    Shihan Dou
    ,
    Yan Liu
    ,
    Enyu Zhou
    ,
    Songyang Gao
    ,
    Tianlong Li
    ,
    Limao Xiong
    ,
    Xin Zhao
    ,
    Haoxiang Jia
    , Junjie Ye,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  12. Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
    EMNLP 2025 · Junjie Ye,
    Yuming Yang
    ,
    Yang Nan
    ,
    Shuo Li
    ,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang
    ,
    Peng Wang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
  13. CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
    EMNLP 2025 ·
    Shiting Huang
    ,
    Zhen Fang
    ,
    Zehui Chen
    ,
    Siyu Yuan
    , Junjie Ye,
    Yu Zeng
    ,
    Lin Chen
    ,
    Qi Mao
    ,
    Feng Zhao
  14. Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
    ACL 2025 ·
    Yuming Yang
    ,
    Yang Nan
    , Junjie Ye,
    Shihan Dou
    ,
    Xiao Wang
    ,
    Shuo Li
    ,
    Huijie Lv
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  15. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
    EMNLP 2025 · Junjie Ye,
    Yilong Wu
    ,
    Sixian Li
    ,
    Yuming Yang
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
    ,
    Peng Wang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
    ,
    Zhengyin Du
  16. ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
    ACL 2025 · Junjie Ye,
    Zhengyin Du
    ,
    Xuesong Yao
    ,
    Weijian Lin
    ,
    Yufei Xu
    ,
    Zehui Chen
    ,
    Zaiyuan Wang
    ,
    Sining Zhu
    ,
    Zhiheng Xi
    ,
    Siyu Yuan
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
    ,
    Jiecao Chen
  17. Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
    EMNLP 2024 ·
    Lu Chen
    ,
    Rui Zheng
    ,
    Binghai Wang
    ,
    Senjie Jin
    ,
    Caishuang Huang
    , Junjie Ye,
    Zhihao Zhang
    ,
    Yuhao Zhou
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  18. LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
    ACL 2024 ·
    Siyin Wang
    ,
    Shimin Li
    ,
    Tianxiang Sun
    ,
    Jinlan Fu
    ,
    Qinyuan Cheng
    ,
    Jiasheng Ye
    , Junjie Ye,
    Xipeng Qiu
    ,
    Xuanjing Huang
  19. Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
    ICML 2024 ·
    Songyang Gao
    ,
    Qiming Ge
    ,
    Wei Shen
    ,
    Shihan Dou
    , Junjie Ye,
    Xiao Wang
    ,
    Rui Zheng
    ,
    Yicheng Zou
    ,
    Zhi Chen
    ,
    Hang Yan
    ,
    Qi Zhang
    ,
    Dahua Lin
  20. RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
    EMNLP 2024 · Junjie Ye,
    Yilong Wu
    ,
    Songyang Gao
    ,
    Caishuang Huang
    ,
    Sixian Li
    ,
    Guanyu Li
    ,
    Xiaoran Fan
    ,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang
  21. ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
    ACL 2024 · Junjie Ye,
    Sixian Li
    ,
    Guanyu Li
    ,
    Caishuang Huang
    ,
    Songyang Gao
    ,
    Yilong Wu
    ,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang
  22. TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
    EMNLP 2024 ·
    Ming Zhang
    ,
    Caishuang Huang
    ,
    Yilong Wu
    ,
    Shichun Liu
    ,
    Huiyuan Zheng
    ,
    Yurui Dong
    ,
    Yujiong Shen
    ,
    Shihan Dou
    ,
    Jun Zhao
    , Junjie Ye,
    Qi Zhang
    ,
    Tao Gui
    ,
    Xuanjing Huang