PPaperPicks

Zhi Jin

Wuhan University, School of Computer Science, China

56 papers at tracked venues · 53 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1087-226X ↗Homepage ↗

Venues

ACL ×22ASE ×10FSE ×9AAAI ×4ICSE ×3NeurIPS ×2EMNLP ×1ICSME ×1ISSRE ×1SIGKDD ×1SIGMOD ×1WWW ×1

Frequent coauthors

Ge Li
×31
Yihong Dong
×17
Kechi Zhang
×11
Jia Li
×10
Haiyan Zhao
×10
Xue Jiang
×9
Jia Li
×9
Wenpin Jiao
×6
Wei Zhang
×6
Zhengwei Tao
×6
Zhihong Sun
×5
Chen Lyu
×5

Papers

  1. CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
    ACL 2026 ·
    Xue Jiang
    ,
    Yihong Dong
    ,
    Mengyang Liu
    ,
    Hongyi Deng
    ,
    Tian Wang
    ,
    Yongding Tao
    , Zhi Jin,
    Wenpin Jiao
    ,
    Ge Li
  2. Chiseling Out Efficiency: Structured Skeleton Supervision for Efficient Code Generation
    FSE 2026 ·
    Yu Yu
    ,
    Zhihong Sun
    ,
    Jia Li
    ,
    Yao Wan
    ,
    Chuanyi Li
    ,
    Hongyu Zhang
    ,
    Ruyun Wang
    ,
    Tao Huang
    , Zhi Jin,
    Ge Li
    ,
    Chen Lyu
  3. GraphLocator: Graph-Guided Causal Reasoning for Issue Localization
    FSE 2026 ·
    Wei Liu
    ,
    Chao Peng
    ,
    Pengfei Gao
    ,
    Aofan Liu
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    , Zhi Jin
  4. Influence-Aware Bayesian-Inspired Token Reweighting for Improved Code Generation
    FSE 2026 ·
    Yuqi Zhu
    ,
    Ge Li
    ,
    Hong Mei
    , Zhi Jin,
    Jia Li
    ,
    Qibin Zheng
    ,
    Jieyuan Zhang
  5. IntentCoding: Amplifying User Intent in Code Generation
    ACL 2026 ·
    Zheng Fang
    ,
    Yihong Dong
    ,
    Lili Mou
    ,
    Dongming Jin
    , Zhi Jin,
    Ge Li
  6. KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development?
    ACL 2026 ·
    Xue Jiang
    ,
    Ge Li
    ,
    Jiaru Qian
    ,
    Xianjie Shi
    ,
    Chenjie Li
    ,
    Hao Zhu
    ,
    Ziyu Wang
    ,
    Jielun Zhang
    ,
    Zeyu Zhao
    ,
    Kechi Zhang
    ,
    Jia Li
    ,
    Wenpin Jiao
    , Zhi Jin,
    Yihong Dong
  7. Large Language Model Unlearning for Source Code
    AAAI 2026 ·
    Xue Jiang
    ,
    Yihong Dong
    ,
    Huangzhao Zhang
    ,
    Tangxinyu Wang
    ,
    Zheng Fang
    ,
    Yingwei Ma
    ,
    Rongyu Cao
    ,
    Binhua Li
    , Zhi Jin,
    Wenpin Jiao
    ,
    Yongbin Li
    ,
    Ge Li
  8. Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding
    WWW 2026 ·
    LinYu Li
    , Zhi Jin,
    Yuanpeng He
    ,
    Dongming Jin
    ,
    Yichi Zhang
    ,
    Haoran Duan
    ,
    Xuan Zhang
    ,
    Zhengwei Tao
    ,
    Tashi Nyima
  9. On the Road to Personalized Code Intelligence: Portraiting and Assisting Developers Based on Their In-IDE Behaviors
    FSE 2026 ·
    Yuhong Liu
    ,
    Yunhe Su
    ,
    Zhipeng Peng
    ,
    Zhiwen Luo
    ,
    Lin Shi
    , Zhi Jin,
    Li Zhang
  10. On the Road to Personalized Code Intelligence: Portraiting and Assisting Developers Based on Their In-IDE Behaviors
    FSE 2026 ·
    Yuhong Liu
    ,
    Yunhe Su
    ,
    Zhipeng Peng
    ,
    Zhiwen Luo
    ,
    Lin Shi
    , Zhi Jin,
    Li Zhang
  11. RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation
    AAAI 2026 ·
    Yue Fang
    , Zhi Jin,
    Jie An
    ,
    Hongshen Chen
    ,
    Xiao-hong Chen
    ,
    Naijun Zhan
  12. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
    ACL 2026 ·
    Yihong Dong
    ,
    Xue Jiang
    ,
    Yongding Tao
    ,
    Huanyu Liu
    ,
    Kechi Zhang
    ,
    Lili Mou
    ,
    Rongyu Cao
    ,
    Yingwei Ma
    ,
    Jue Chen
    ,
    Binhua Li
    , Zhi Jin,
    Fei Huang
    ,
    Yongbin Li
    ,
    Ge Li
  13. RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
    FSE 2026 ·
    Jia Li
    ,
    Hongyi Deng
    ,
    Yiran Zhang
    ,
    Kechi Zhang
    ,
    Tianqi Shao
    ,
    Tiankuo Zhao
    ,
    Weinan Wang
    , Zhi Jin,
    Ge Li
    ,
    Yang Liu
    ,
    Yingtao Fang
    ,
    Yihong Dong
  14. Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation
    ACL 2026 ·
    Yihong Dong
    ,
    Zhaoyu Ma
    ,
    Xue Jiang
    ,
    Zhiyuan Fan
    ,
    Jiaru Qian
    ,
    Yongmin Li
    ,
    Jianha Xiao
    , Zhi Jin,
    Ge Li
  15. VulAgent: Hypothesis-Validation Driven Multi-Agent Architecture for Vulnerability Detection
    ACL 2026 ·
    Ziliang Wang
    ,
    Ge Li
    ,
    Jia Li
    ,
    Hao Zhu
    , Zhi Jin
  16. Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models
    ACL 2026 ·
    Chung-ju Huang
    ,
    Huiqiang Zhao
    ,
    Yuanpeng He
    ,
    Lijian Li
    ,
    Wenpin Jiao
    , Zhi Jin,
    Peixuan Chen
    ,
    Leye Wang
  17. A Comprehensive Evaluation on Event Reasoning of Large Language Models
    AAAI 2025 ·
    Zhengwei Tao
    , Zhi Jin,
    Yifan Zhang
    ,
    Xiancai Chen
    ,
    Haiyan Zhao
    ,
    Jia Li
    ,
    Bin Liang
    ,
    Chongyang Tao
    ,
    Qun Liu
    ,
    Kam-Fai Wong
  18. Aligning LLMs to Fully Utilize the Cross-file Context in Repository-level Code Completion
    ASE 2025 ·
    Jia Li
    ,
    Hao Zhu
    ,
    Huanyu Liu
    ,
    Xianjie Shi
    ,
    He Zong
    ,
    Yihong Dong
    ,
    Kechi Zhang
    ,
    Siyuan Jiang
    , Zhi Jin,
    Ge Li
  19. Benchmarking Long-Context Language Models on Long Code Understanding
    ACL 2025 ·
    Jia Li
    ,
    Xuyuan Guo
    ,
    Lei Li
    ,
    Kechi Zhang
    ,
    Ge Li
    ,
    Jia Li
    ,
    Zhengwei Tao
    ,
    Fang Liu
    ,
    Chongyang Tao
    ,
    Yuqi Zhu
    , Zhi Jin
  20. CodeDPO: Aligning Code Models with Self Generated and Verified Source Code
    ACL 2025 ·
    Kechi Zhang
    ,
    Ge Li
    ,
    Yihong Dong
    ,
    Jingjing Xu
    ,
    Jun Zhang
    ,
    Jing Su
    ,
    Yongfei Liu
    , Zhi Jin
  21. Data Dependency-Aware Code Generation from Enhanced UML Sequence Diagrams
    ASE 2025 ·
    Wenxin Mao
    ,
    Zhitao Wang
    ,
    Long Wang
    ,
    Sirong Chen
    ,
    Cuiyun Gao
    ,
    Luyang Cao
    ,
    Ziming Liu
    ,
    Qiming Zhang
    ,
    Jun Zhou
    , Zhi Jin
  22. Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge
    ACL 2025 ·
    Yue Fang
    , Zhi Jin,
    Jie An
    ,
    Hongshen Chen
    ,
    Xiao-hong Chen
    ,
    Naijun Zhan
  23. Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration
    ASE 2025 ·
    Jiangping Huang
    ,
    Dongming Jin
    ,
    Weisong Sun
    ,
    Yang Liu
    , Zhi Jin
  24. Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software
    FSE 2025 ·
    Longxing Yang
    ,
    Yixing Luo
    ,
    Hao Gao
    ,
    Yingshuang Fan
    ,
    Jingru Zhang
    ,
    Xiaofeng Li
    ,
    Xiaogang Dong
    ,
    Bin Gu
    , Zhi Jin,
    Mengfei Yang
  25. Evaluating Large Language Models for Time Series Anomaly Detection in Aerospace Software
    ASE 2025 ·
    Yang Liu
    ,
    Yixing Luo
    ,
    Xiaofeng Li
    ,
    Xiaogang Dong
    ,
    Bin Gu
    , Zhi Jin
  26. Evidential Prototype Learning for Semi-supervised Medical Image Segmentation
    SIGKDD 2025 ·
    Yuanpeng He
    ,
    Lijian Li
    ,
    Tianxiang Zhan
    ,
    Chi-Man Pun
    ,
    Wenpin Jiao
    , Zhi Jin
  27. Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking
    ACL 2025 ·
    Yifan Zhang
    ,
    Wenyu Du
    ,
    Dongming Jin
    ,
    Jie Fu
    , Zhi Jin
  28. Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points
    ACL 2025 ·
    Kechi Zhang
    ,
    Ge Li
    ,
    Jia Li
    ,
    Yihong Dong
    ,
    Jia Li
    , Zhi Jin
  29. NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
    EMNLP 2025 ·
    Yue Fang
    ,
    Shaohan Huang
    ,
    Xin Yu
    ,
    Haizhen Huang
    ,
    Zihan Zhang
    ,
    Weiwei Deng
    ,
    Furu Wei
    ,
    Feng Sun
    ,
    Qi Zhang
    , Zhi Jin
  30. ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation
    ICSE 2025 ·
    Xue Jiang
    ,
    Yihong Dong
    ,
    Yongding Tao
    ,
    Huanyu Liu
    , Zhi Jin,
    Ge Li
  31. Recursive Transformer: Boosting Reasoning Ability with State Stack
    NeurIPS 2025 ·
    Kechi Zhang
    ,
    Ge Li
    ,
    Jia Li
    ,
    Huangzhao Zhang
    ,
    Yihong Dong
    ,
    Jia Li
    ,
    Jingjing Xu
    , Zhi Jin
  32. Reliable Version Merging Based on Deep Semantic and logical Understanding of Critical Context
    ISSRE 2025 ·
    Mengdan Fan
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    , Zhi Jin
  33. Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision
    ASE 2025 ·
    Xu Lu
    ,
    Weisong Sun
    ,
    Yiran Zhang
    ,
    Ming Hu
    ,
    Cong Tian
    , Zhi Jin,
    Yang Liu
  34. Rethinking Repetition Problems of LLMs in Code Generation
    ACL 2025 ·
    Yihong Dong
    ,
    Yuchen Liu
    ,
    Xue Jiang
    ,
    Bin Gu
    , Zhi Jin,
    Ge Li
  35. Revisit Self-Debugging with Self-Generated Tests for Code Generation
    ACL 2025 ·
    Xiancai Chen
    ,
    Zhengwei Tao
    ,
    Kechi Zhang
    ,
    Changzhi Zhou
    ,
    Xinyu Zhang
    ,
    Wanli Gu
    ,
    Yuanpeng He
    ,
    Mengdi Zhang
    ,
    Xunliang Cai
    ,
    Haiyan Zhao
    , Zhi Jin
  36. SemGuard: Real-Time Semantic Evaluator for Correcting LLM-Generated Code
    ASE 2025 ·
    Qinglin Wang
    ,
    Zhihong Sun
    ,
    Ruyun Wang
    ,
    Tao Huang
    , Zhi Jin,
    Ge Li
    ,
    Chen Lyu
  37. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges
    ACL 2024 ·
    Kechi Zhang
    ,
    Jia Li
    ,
    Ge Li
    ,
    Xianjie Shi
    , Zhi Jin
  38. Detect Hidden Dependency to Untangle Commits
    ASE 2024 ·
    Mengdan Fan
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    ,
    Guangtai Liang
    , Zhi Jin
  39. DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
    ACL 2024 ·
    Jia Li
    ,
    Ge Li
    ,
    Yunfei Zhao
    ,
    Yongmin Li
    ,
    Huanyu Liu
    ,
    Hao Zhu
    ,
    Lecheng Wang
    ,
    Kaibo Liu
    ,
    Zheng Fang
    ,
    Lanshen Wang
    ,
    Jiazheng Ding
    ,
    Xuanming Zhang
    ,
    Yuqi Zhu
    ,
    Yihong Dong
    , Zhi Jin,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
    ,
    Bin Gu
    ,
    Mengfei Yang
  40. EVIT: Event-Oriented Instruction Tuning for Event Reasoning
    ACL 2024 ·
    Zhengwei Tao
    ,
    Xiancai Chen
    , Zhi Jin,
    Xiaoying Bai
    ,
    Haiyan Zhao
    ,
    Yiwei Lou
  41. EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
    NeurIPS 2024 ·
    Jia Li
    ,
    Ge Li
    ,
    Xuanming Zhang
    ,
    Yunfei Zhao
    ,
    Yihong Dong
    , Zhi Jin,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
  42. Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
    FSE 2024 ·
    Zhen Yang
    ,
    Fang Liu
    ,
    Zhongxing Yu
    ,
    Jacky Wai Keung
    ,
    Jia Li
    ,
    Shuo Liu
    ,
    Yifan Hong
    ,
    Xiaoxue Ma
    , Zhi Jin,
    Ge Li
  43. Focused: An Approach to Framework-Oriented Cross-Language Link Specification and Detection
    ICSME 2024 ·
    Ailun Yu
    ,
    Yifan Shi
    ,
    Bo Shen
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    ,
    Guangtai Liang
    ,
    Tianyong Wu
    , Zhi Jin
  44. GABoost: Graph Alignment Boosting via Local Optimum Escape
    SIGMOD 2024 ·
    Wei Liu
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    , Zhi Jin
  45. Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
    ACL 2024 ·
    Yihong Dong
    ,
    Xue Jiang
    ,
    Huanyu Liu
    , Zhi Jin,
    Bin Gu
    ,
    Mengfei Yang
    ,
    Ge Li
  46. GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph
    ASE 2024 ·
    Wei Liu
    ,
    Ailun Yu
    ,
    Daoguang Zan
    ,
    Bo Shen
    ,
    Wei Zhang
    ,
    Haiyan Zhao
    , Zhi Jin,
    Qianxiang Wang
  47. HITS: High-coverage LLM-based Unit Test Generation via Method Slicing
    ASE 2024 ·
    Zejun Wang
    ,
    Kaibo Liu
    ,
    Ge Li
    , Zhi Jin
  48. HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position
    ACL 2024 ·
    Kechi Zhang
    ,
    Ge Li
    ,
    Huangzhao Zhang
    , Zhi Jin
  49. Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models
    AAAI 2024 ·
    Yuqi Zhu
    ,
    Jia Li
    ,
    Ge Li
    ,
    Yunfei Zhao
    ,
    Jia Li
    , Zhi Jin,
    Hong Mei
  50. IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion
    FSE 2024 ·
    Bolun Li
    ,
    Zhihong Sun
    ,
    Tao Huang
    ,
    Hongyu Zhang
    ,
    Yao Wan
    ,
    Ge Li
    , Zhi Jin,
    Chen Lyu
  51. Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback
    ACL 2024 ·
    Chengfeng Dou
    ,
    Ying Zhang
    , Zhi Jin,
    Wenpin Jiao
    ,
    Haiyan Zhao
    ,
    Yongqiang Zhao
    ,
    Zhengwei Tao
  52. KareCoder: A New Knowledge-Enriched Code Generation System
    ICSE 2024 ·
    Tao Huang
    ,
    Zhihong Sun
    , Zhi Jin,
    Ge Li
    ,
    Chen Lyu
  53. Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning
    ICSE 2024 ·
    Mingyang Geng
    ,
    Shangwen Wang
    ,
    Dezun Dong
    ,
    Haotian Wang
    ,
    Ge Li
    , Zhi Jin,
    Xiaoguang Mao
    ,
    Xiangke Liao
  54. MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering
    ACL 2024 ·
    Dexuan Xu
    ,
    Yanyuan Chen
    ,
    Jieyi Wang
    ,
    Yue Huang
    ,
    Hanpin Wang
    , Zhi Jin,
    Hongxing Wang
    ,
    Weihua Yue
    ,
    Jing He
    ,
    Hang Li
    ,
    Yu Huang
  55. PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
    ACL 2024 ·
    Yihong Dong
    ,
    Kangcheng Luo
    ,
    Xue Jiang
    , Zhi Jin,
    Ge Li
  56. Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates
    ASE 2024 ·
    Zhihong Sun
    ,
    Yao Wan
    ,
    Jia Li
    ,
    Hongyu Zhang
    , Zhi Jin,
    Ge Li
    ,
    Chen Lyu