PPaperPicks

Ge Li

Peking University, Key Laboratory of High Confidence Software Technologies, Bejing, China

42 papers at tracked venues · 42 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5828-0186 ↗Homepage ↗

Venues

ACL ×17FSE ×7ASE ×5NeurIPS ×5ICSE ×4AAAI ×3ICML ×1

Frequent coauthors

Zhi Jin
×31
Yihong Dong
×23
Jia Li
×15
Kechi Zhang
×13
Xue Jiang
×11
Jia Li
×10
Huanyu Liu
×9
Hao Zhu
×7
Yongding Tao
×6
Zhihong Sun
×5
Chen Lyu
×5
Yao Wan
×4

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. DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt
    AAAI 2026 ·
    Yitong Zhang
    ,
    Jia Li
    ,
    Liyi Cai
    , Ge Li
  4. Dependency-Guided Repository-Level C-to-Rust Translation with Reinforcement Alignment
    FSE 2026 ·
    Jia Feng
    ,
    Wenjie Gan
    ,
    Cuiyun Gao
    ,
    Chaozheng Wang
    ,
    Feng Luo
    ,
    Xin Xia
    , Ge Li,
    Kui Liu
  5. EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning for LLMs
    ACL 2026 ·
    Huanyu Liu
    ,
    Jia Li
    ,
    Yihong Dong
    ,
    Chang Yu
    ,
    Taozhi Chen
    ,
    Lecheng Wang
    ,
    Yongding Tao
    ,
    Bin Gu
    , Ge Li
  6. 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
  7. IntentCoding: Amplifying User Intent in Code Generation
    ACL 2026 ·
    Zheng Fang
    ,
    Yihong Dong
    ,
    Lili Mou
    ,
    Dongming Jin
    ,
    Zhi Jin
    , Ge Li
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. VulAgent: Hypothesis-Validation Driven Multi-Agent Architecture for Vulnerability Detection
    ACL 2026 ·
    Ziliang Wang
    , Ge Li,
    Jia Li
    ,
    Hao Zhu
    ,
    Zhi Jin
  14. VulInstruct: Teaching LLMs Root-Cause Reasoning for Vulnerability Detection via Security Specifications
    FSE 2026 ·
    Hao Zhu
    ,
    Jia Li
    ,
    Cuiyun Gao
    ,
    Jiaru Qian
    ,
    Yihong Dong
    ,
    Huanyu Liu
    ,
    Lecheng Wang
    ,
    Ziliang Wang
    ,
    Xiaolong Hu
    , Ge Li
  15. 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
  16. 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
  17. 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
  18. Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
    ICML 2025 · Ge Li,
    Yao Wan
    ,
    Hongyu Zhang
    ,
    Zhou Zhao
    ,
    Wenbin Jiang
    ,
    Xuanhua Shi
    ,
    Hai Jin
    ,
    Zheng Wang
  19. FAN: Fourier Analysis Networks
    NeurIPS 2025 ·
    Yihong Dong
    , Ge Li,
    Yongding Tao
    ,
    Xue Jiang
    ,
    Kechi Zhang
    ,
    Jia Li
    ,
    Jinliang Deng
    ,
    Jing Su
    ,
    Jun Zhang
    ,
    Jingjing Xu
  20. 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
  21. LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs
    ACL 2025 ·
    Kaibo Liu
    ,
    Zhenpeng Chen
    ,
    Yiyang Liu
    ,
    Jie M. Zhang
    ,
    Mark Harman
    ,
    Yudong Han
    ,
    Yun Ma
    ,
    Yihong Dong
    , Ge Li,
    Gang Huang
  22. 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
  23. Reasoning Runtime Behavior of a Program with LLM: How Far are We?
    ICSE 2025 ·
    Junkai Chen
    ,
    Zhiyuan Pan
    ,
    Xing Hu
    ,
    Zhenhao Li
    , Ge Li,
    Xin Xia
  24. Reasoning is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling
    NeurIPS 2025 ·
    Yihong Dong
    , Ge Li,
    Xue Jiang
    ,
    Yongding Tao
    ,
    Kechi Zhang
    ,
    Lecheng Wang
    ,
    Hao Zhu
    ,
    Huanyu Liu
    ,
    Jiazheng Ding
    ,
    Jia Li
    ,
    Jinliang Deng
    ,
    Hong Mei
  25. 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
  26. Rethinking Repetition Problems of LLMs in Code Generation
    ACL 2025 ·
    Yihong Dong
    ,
    Yuchen Liu
    ,
    Xue Jiang
    ,
    Bin Gu
    ,
    Zhi Jin
    , Ge Li
  27. SATURN: SAT-based Reinforcement Learning to Unleash LLMs Reasoning
    NeurIPS 2025 ·
    Huanyu Liu
    , Ge Li,
    Jia Li
    ,
    Hao Zhu
    ,
    Kechi Zhang
    ,
    Yihong Dong
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments
    ASE 2024 ·
    Fang Liu
    ,
    Zhenwei Liu
    ,
    Qianhui Zhao
    ,
    Jing Jiang
    ,
    Li Zhang
    ,
    Zian Sun
    , Ge Li,
    Zhongqi Li
    ,
    Yuchi Ma
  34. 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
  35. HITS: High-coverage LLM-based Unit Test Generation via Method Slicing
    ASE 2024 ·
    Zejun Wang
    ,
    Kaibo Liu
    , Ge Li,
    Zhi Jin
  36. HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position
    ACL 2024 ·
    Kechi Zhang
    , Ge Li,
    Huangzhao Zhang
    ,
    Zhi Jin
  37. 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
  38. 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
  39. KareCoder: A New Knowledge-Enriched Code Generation System
    ICSE 2024 ·
    Tao Huang
    ,
    Zhihong Sun
    ,
    Zhi Jin
    , Ge Li,
    Chen Lyu
  40. 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
  41. PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
    ACL 2024 ·
    Yihong Dong
    ,
    Kangcheng Luo
    ,
    Xue Jiang
    ,
    Zhi Jin
    , Ge Li
  42. 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