Zhi Jin

1. CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges
   2024/01/14 by Kechi Zhang, Zhang, Kechi, Jia Li +7 · 64 citations
   Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
2. Self-collaboration Code Generation via ChatGPT
   2023/04/15 by Yihong Dong, Xue Jiang, Dong, Yihong +5 · 53 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
3. Structured Chain-of-Thought Prompting for Code Generation
   2023/05/11 by Jia Li, Ge Li, Li, Jia +5 · 48 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
4. Self-Collaboration Code Generation via ChatGPT
   2024/06/12 by Yihong Dong, Xue Jiang, Zhi Jin +1 · 38 citations
   Computer Science · #AI in Service Interactions #Software Engineering Research #Topic Modeling
5. TACO: Topics in Algorithmic COde generation dataset
   2023/12/22 by Rongni Li, Jie Fu, Li, Rongao +15 · 29 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques
6. Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning
   2023/04/22 by Mingyang Geng, Shangwen Wang, Geng, Mingyang +13 · 23 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
7. Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
   2024/04/23 by Zhen Yang, Yang, Zhen, Fang Liu +17 · 28 citations
   Computer Science · #Natural Language Processing Techniques
8. Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
   2024/02/24 by Yihong Dong, Dong, Yihong, Xue Jiang +8 · 21 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
9. Structured Chain-of-Thought Prompting for Code Generation
   2025/01/21 by Jia Li, Ge Li, Yongmin Li +1 · 35 citations
10. Self-Planning Code Generation with Large Language Models
    2024/06/13 by Xue Jiang, Yihong Dong, Lecheng Wang +6 · 21 citations
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
11. CodeScore: Evaluating Code Generation by Learning Code Execution
    2023/01/22 by Yihong Dong, Dong, Yihong, Jiazheng Ding +9 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
12. HITS: High-coverage LLM-based Unit Test Generation via Method Slicing
    2024/08/21 by Zejun Wang, Wang, Zejun, Kaibo Liu +5 · 18 citations
    Computer Science · Engineering · #Educational Technology and Assessment #FOS: Computer and information sciences #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
13. Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models
    2023/09/06 by Yuqi Zhu, Zhu, Yuqi, Ge Li +9 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
14. GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model
    2024/06/11 by Wei Liu, Ailun Yu, Liu, Wei +13 · 14 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Web Data Mining and Analysis
15. SkCoder: A Sketch-based Approach for Automatic Code Generation
    2023/02/13 by Jia Li, Yongmin Li, Li, Jia +9 · 9 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
16. A Survey on Code Generation with LLM-based Agents
    2025/07/31 by Yihong Dong, Xue Jiang, Dong, Yihong +11 · 33 citations
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Multi-Agent Systems and Negotiation
17. EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
    2024/03/31 by Jia Li, Li, Jia, Ge Li +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
18. The Current Challenges of Software Engineering in the Era of Large Language Models
    2024/12/19 by Cuiyun Gao, Xing Hu, Gao, Cuiyun +7 · 14 citations
    Computer Science · #Software System Performance and Reliability
19. MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration
    2025/01/08 by Zhi Jin, Yuwei Qiu, Jin, Zhi +7 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging
20. Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation
    2017/12/06 by Bolin Wei, Wei, Bolin, Shuai Lu +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
21. Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation
    2016/07/04 by Lili Mou, Yiping Song, Mou, Lili +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
22. FastScene: Text-Driven Fast 3D Indoor Scene Generation via Panoramic Gaussian Splatting
    2024/05/09 by Yikun Ma, Dandan Zhan, Ma, Yikun +3 · 6 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Motion and Animation #Video Analysis and Summarization
23. ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation
    2024/11/11 by Xue Jiang, Yihong Dong, Jiang, Xue +10 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
24. Multi-task Learning based Pre-trained Language Model for Code Completion
    2020/12/29 by Fang Liu, Liu, Fang, Ge Li +5 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
25. <scp>AceCoder</scp> : An Effective Prompting Technique Specialized in Code Generation
    2024/07/04 by Jia Li, Yunfei Zhao, Yongmin Li +2 · 7 citations
    Computer Science · #Formal Methods in Verification #Software Engineering Research #Software Testing and Debugging Techniques
26. Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs
    2025/03/19 by Yuqi Zhu, Ge Li, Zhu, Yuqi +11 · 11 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #FOS: Computer and information sciences #Scientific Computing and Data Management #Simulation Techniques and Applications #Software Engineering (cs.SE)
27. On End-to-End Program Generation from User Intention by Deep Neural Networks
    2015/10/25 by Lili Mou, Mou, Lili, Rui Men +7 · 1 voice
    Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #cs.LG #cs.SE
28. Code Difference Guided Adversarial Example Generation for Deep Code Models
    2023/01/06 by Tian Zhao, Tian, Zhao, Junjie Chen +3 · 4 citations
    Computer Science · #Software Testing and Debugging Techniques #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
29. Latent Modulated Function for Computational Optimal Continuous Image Representation
    2024/04/25 by Zongyao He, Zhi Jin, He, Zongyao +1 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
30. ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation
    2023/11/01 by Zejun Wang, Wang, Zejun, Li-Jia Li +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
31. Revisit Self-Debugging with Self-Generated Tests for Code Generation
    2025/01/22 by Chen, Xiancai, Zhengwei Tao, Tao, Zhengwei +15 · 5 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #Software Engineering Research
32. DevEval: Evaluating Code Generation in Practical Software Projects
    2024/01/12 by Jia Li, Ge Li, Li, Jia +31 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
33. HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position
    2024/03/28 by Kechi Zhang, Ge Li, Zhang, Kechi +5 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Power Systems and Technologies #Real-time simulation and control systems #Software Engineering (cs.SE) #Speech Recognition and Synthesis
34. Poison Attack and Defense on Deep Source Code Processing Models
    2022/10/31 by Jia Li, Li, Jia, Zhuo Li +11 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Application Security Vulnerabilities
35. A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning
    2019/09/16 by Fang Liu, Ge Li, Liu, Fang +9 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
36. Automated Commit Message Generation with Large Language Models: An Empirical Study and Beyond
    2024/04/23 by Pengyu Xue, Xue, Pengyu, Linhao Wu +13 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
37. aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion
    2025/03/19 by Jia Li, Hao Zhu, Li, Jia +17 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
38. Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization
    2025/03/13 by Weisong Sun, Yiran Zhang, Sun, Weisong +19 · 3 citations
    Computer Science · #68-04 #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.7 #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
39. Line-level Semantic Structure Learning for Code Vulnerability Detection
    2024/07/26 by Ziliang Wang, Wang, Ziliang, Ge Li +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
40. What does Transformer learn about source code?
    2022/07/18 by Kechi Zhang, Ge Li, Zhang, Kechi +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
41. STVGFormer: Spatio-Temporal Video Grounding with Static-Dynamic Cross-Modal Understanding
    2022/07/06 by Zihang Lin, Chaolei Tan, Lin, Zihang +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
42. Systematic Literature Review of Commercial Participation in Open Source Software
    2024/05/27 by Xuetao Li, Li, Xuetao, Yuxia Zhang +9 · 2 citations
    Computer Science · #Open Source Software Innovations
43. Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
    2022/11/03 by Haojie Zhang, Zhang, Haojie, Ge Li +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
44. Learning Program Representations with a Tree-Structured Transformer
    2022/08/18 by Wenhan Wang, Kechi Zhang, Wang, Wenhan +10 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
45. Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing
    2024/10/10 by Xue, Pengyu, Lilin Wu, Wu, Linhao +16 · 3 citations
    Computer Science · Engineering · #Software Testing and Debugging Techniques #Software Reliability and Analysis Research #Radiation Effects in Electronics
46. Rethinking Repetition Problems of LLMs in Code Generation
    2025/05/15 by Yihong Dong, Yuchen Liu, Dong, Yihong +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
47. An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs
    2024/08/05 by Dongming Jin, Shengxin Zhao, Jin, Dongming +10 · 3 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Engineering Techniques and Practices
48. Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge
    2025/05/27 by Yue Fang, Zhi Jin, Fang, Yue +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
49. Exploring the Potential of Large Language Models in Self-adaptive Systems
    2024/01/15 by Jialong Li, Mingyue Zhang, Li, Jialong +9 · 2 citations
    Computer Science · #Topic Modeling #Software Engineering Research
50. Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs
    2024/03/20 by Zhihong Sun, Chen Lyu, Sun, Zhihong +11 · 1 citation
    Computer Science · #D.2.3 #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research
51. LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding
    2025/03/06 by Li, Jia, Lei Li, Guo, Xuyuan +16 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
52. iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development
    2025/07/17 by Dongming Jin, Weisong Sun, Jin, Dongming +10 · 3 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis
53. UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration
    2025/01/20 by Chongru Huang, Yuchen He, Huang, Chung-ju +9 · 2 citations
    Health Professions · Computer Science · Social Sciences · #Electronic Health Records Systems #Service-Oriented Architecture and Web Services #Knowledge Management and Sharing
54. Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
    2025/10/20 by Yihong Dong, Dong, Yihong, Zhaoyu Ma +21 · 3 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
55. NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
    2025/04/17 by Xin Li, Li, Xin, Kun Yuan +207 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Video Coding and Compression Technologies #electronic engineering #information engineering
56. Knowledge before Reasoning: EC-Reason-Bench, a Training-Free Diagnostic Benchmark for LLM Enzyme Classification
    2026/07/29 by Linyu Li, Zhi Jin, Yichi Zhang +6
    Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CL #cs.LG #q-bio.QM
57. CORE: A Unified Cascaded Ordinal Relevance Estimation Framework for E-commerce Search
    2026/07/27 by Zhi Jin, Xi Wang, Yunfei Li +3
    #cs.IR