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Jin, Zhi

  1. Structured Chain-of-Thought Prompting for Code Generation
    2023/05/11 by Jia Li, Ge Li, Li, Jia +5 · 81 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
  2. 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 · 96 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  3. Self-collaboration Code Generation via ChatGPT
    2023/04/15 by Yihong Dong, Xue Jiang, Dong, Yihong +5 · 70 citations
    Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
  4. Self-planning Code Generation with Large Language Models
    2023/03/12 by Xue Jiang, Jiang, Xue, Yihong Dong +10 · 41 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
  5. Convolutional Neural Networks over Tree Structures for Programming Language Processing
    2014/09/18 by Lili Mou, Ge Li, Mou, Lili +7 · 25 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  6. TACO: Topics in Algorithmic COde generation dataset
    2023/12/22 by Rongni Li, Li, Rongao, Jie Fu +15 · 42 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques
  7. 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 · 30 citations
    Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
  8. Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
    2024/02/24 by Yihong Dong, Dong, Yihong, Xue Jiang +8 · 40 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. Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation
    2016/07/04 by Lili Mou, Mou, Lili, Yiping Song +9 · 20 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
  10. Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
    2024/04/23 by Zhen Yang, Fang Liu, Yang, Zhen +17 · 34 citations
    Computer Science · #Natural Language Processing Techniques
  11. CodeScore: Evaluating Code Generation by Learning Code Execution
    2023/01/22 by Yihong Dong, Dong, Yihong, Jiazheng Ding +9 · 23 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. Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree
    2020/02/20 by Wang, Wenhan, Li, Ge, Ma, Bo +2 · 15 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  13. FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information
    2023/08/06 by Wang, Chenxi, Wu, Hongjun, Jin, Zhi · 24 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing
    2023/08/27 by Yuwei Qiu, Qiu, Yuwei, Kaihao Zhang +9 · 24 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  15. Self-Edit: Fault-Aware Code Editor for Code Generation
    2023/05/06 by Zhang, Kechi, Li, Zhuo, Li, Jia +2 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  16. Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models
    2023/09/06 by Yuqi Zhu, Zhu, Yuqi, Ge Li +9 · 20 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
  17. EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
    2024/03/31 by Jia Li, Ge Li, Li, Jia +7 · 25 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. HITS: High-coverage LLM-based Unit Test Generation via Method Slicing
    2024/08/21 by Zejun Wang, Kaibo Liu, Wang, Zejun +5 · 25 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
  19. DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
    2024/05/30 by Li, Jia, Li, Ge, Zhao, Yunfei +15 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  20. Large Language Model-Aware In-Context Learning for Code Generation
    2023/10/15 by Ge Li, Li, Jia, Li, Ge +9 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  21. GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model
    2024/06/11 by Wei Liu, Liu, Wei, Ailun Yu +13 · 19 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Web Data Mining and Analysis
  22. SkCoder: A Sketch-based Approach for Automatic Code Generation
    2023/02/13 by Jia Li, Yongmin Li, Li, Jia +9 · 12 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  23. A Survey on Self-Evolution of Large Language Models
    2024/04/22 by Zhengwei Tao, Tao, Zhengwei, Ting-En Lin +16 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. A Survey on Code Generation with LLM-based Agents
    2025/07/31 by Yihong Dong, Xue Jiang, Dong, Yihong +11 · 34 citations
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Multi-Agent Systems and Negotiation
  25. CodeDPO: Aligning Code Models with Self Generated and Verified Source Code
    2024/10/08 by Kechi Zhang, Zhang, Kechi, Ge Li +13 · 17 citations
    Computer Science · #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  26. MARE: Multi-Agents Collaboration Framework for Requirements Engineering
    2024/05/06 by Dongming Jin, Jin, Dongming, Zhi Jin +4 · 14 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)
  27. EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
    2024/10/30 by Jia Li, Ge Li, Li, Jia +15 · 16 citations
    Computer Science · #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
  28. Multi-task Learning based Pre-trained Language Model for Code Completion
    2020/12/29 by Fang Liu, Liu, Fang, Ge Li +5 · 5 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
  29. The Current Challenges of Software Engineering in the Era of Large Language Models
    2024/12/19 by Cuiyun Gao, Xing Hu, Gao, Cuiyun +7 · 15 citations
    Computer Science · #Software System Performance and Reliability
  30. Poison Attack and Defense on Deep Source Code Processing Models
    2022/10/31 by Jia Li, Li, Jia, Zhuo Li +11 · 6 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
  31. MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration
    2025/01/08 by Zhi Jin, Jin, Zhi, Yuwei Qiu +7 · 14 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
  32. PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
    2023/08/19 by Yihong Dong, Kangcheng Luo, Dong, Yihong +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering (cs.SE) #Topic Modeling
  33. ToolCoder: Teach Code Generation Models to use API search tools
    2023/05/06 by Kechi Zhang, Zhang, Kechi, Zhang, Huangzhao +8 · 7 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  34. Code Difference Guided Adversarial Example Generation for Deep Code Models
    2023/01/06 by Tian Zhao, Tian, Zhao, Junjie Chen +3 · 6 citations
    Computer Science · #Software Testing and Debugging Techniques #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
  35. 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 · 12 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
  36. Code Generation as a Dual Task of Code Summarization
    2019/10/14 by Wei, Bolin, Li, Ge, Xia, Xin +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  37. Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation
    2017/12/06 by Bolin Wei, Shuai Lu, Wei, Bolin +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  38. Natural Language Inference by Tree-Based Convolution and Heuristic Matching
    2015/12/28 by Lili Mou, Rui Men, Mou, Lili +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  39. CodePAD: Sequence-based Code Generation with Pushdown Automaton
    2022/11/02 by Yihong Dong, Xue Jiang, Dong, Yihong +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  40. Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs
    2025/03/19 by Yuqi Zhu, Ge Li, Zhu, Yuqi +11 · 15 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)
  41. FastScene: Text-Driven Fast 3D Indoor Scene Generation via Panoramic Gaussian Splatting
    2024/05/09 by Yikun Ma, Ma, Yikun, Dandan Zhan +3 · 6 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Motion and Animation #Video Analysis and Summarization
  42. 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 · 6 citations
    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
  43. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
    2015/08/15 by Yan, Xu, Mou, Lili, Li, Ge +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
    2024/04/22 by Xiaoning Liu, Zongwei Wu, Liu, Xiaoning +208 · 7 citations
    Computer Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  45. 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
  46. ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
    2023/12/18 by Zhi Jin, Sheng Xu, Jin, Zhi +15 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Mass Spectrometry Techniques and Applications #Quantitative Methods (q-bio.QM)
  47. Latent Modulated Function for Computational Optimal Continuous Image Representation
    2024/04/25 by Zongyao He, Zhi Jin, He, Zongyao +1 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  48. HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position
    2024/03/28 by Kechi Zhang, Ge Li, Zhang, Kechi +5 · 5 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
  49. Revisit Self-Debugging with Self-Generated Tests for Code Generation
    2025/01/22 by Zhengwei Tao, Chen, Xiancai, Kechi Zhang +15 · 10 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #Software Engineering Research
  50. Backward and Forward Language Modeling for Constrained Sentence Generation
    2015/12/21 by Lili Mou, Mou, Lili, Rui Yan +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
  51. Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
    2022/11/03 by Haojie Zhang, Zhang, Haojie, Ge Li +9 · 3 citations
    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
  52. AceCoder: Utilizing Existing Code to Enhance Code Generation
    2023/03/31 by Jia Li, Yunfei Zhao, Li, Jia +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  53. SEAlign: Alignment Training for Software Engineering Agent
    2025/03/24 by Zhang, Kechi, Zhang, Huangzhao, Li, Ge +4 · 10 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  54. Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation
    2016/01/14 by Yan Xu, Ran Jia, Xu, Yan +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  55. Python Symbolic Execution with LLM-powered Code Generation
    2024/09/14 by Wenhan Wang, Kaibo Liu, Wang, Wenhan +11 · 6 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  56. Automated Commit Message Generation with Large Language Models: An Empirical Study and Beyond
    2024/04/23 by Pengyu Xue, Linhao Wu, Xue, Pengyu +13 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
  57. 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
  58. IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion
    2024/01/30 by Bolun Li, Zhihong Sun, Li, Bolun +13 · 4 citations
    Computer Science · #D.2.2 #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
  59. Systematic Literature Review of Commercial Participation in Open Source Software
    2024/05/27 by Xuetao Li, Li, Xuetao, Yuxia Zhang +9 · 4 citations
    Computer Science · #Open Source Software Innovations
  60. DevEval: Evaluating Code Generation in Practical Software Projects
    2024/01/12 by Jia Li, Li, Jia, Ge Li +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
  61. GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation
    2025/04/14 by Jia Li, Li, Jia, Shi Xianjie +19 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  62. Knowledge-Aware Code Generation with Large Language Models
    2024/01/29 by Tao Huang, Huang, Tao, Zhihong Sun +7 · 3 citations
    Computer Science · #D.2.3 #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE) #Speech and dialogue systems
  63. 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
  64. aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion
    2025/03/19 by Jia Li, Li, Jia, Hao Zhu +17 · 9 citations
    Computer Science · #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
  65. Distilling Word Embeddings: An Encoding Approach
    2015/06/15 by Mou, Lili, Jia, Ran, Xu, Yan +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  66. An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs
    2024/08/05 by Dongming Jin, Shengxin Zhao, Jin, Dongming +10 · 6 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
  67. How Transferable are Neural Networks in NLP Applications?
    2016/03/19 by Mou, Lili, Meng, Zhao, Yan, Rui +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  68. PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning
    2023/05/19 by Chengfeng Dou, Dou, Chengfeng, Zhi Jin +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
  69. ZC3: Zero-Shot Cross-Language Code Clone Detection
    2023/08/26 by Li, Jia, Tao, Chongyang, Jin, Zhi +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Software Engineering (cs.SE)
  70. Compression of phase-only holograms with JPEG standard and deep learning
    2018/06/11 by Jiao, Shuming, Jin, Zhi, Chang, Chenliang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  71. Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates
    2024/08/26 by Sun, Zhihong, Wan, Yao, Li, Jia +4 · 4 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  72. Rethinking Repetition Problems of LLMs in Code Generation
    2025/05/15 by Yihong Dong, Dong, Yihong, Yuchen Liu +7 · 5 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)
  73. Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points
    2025/02/17 by Zhang, Kechi, Li, Ge, Li, Jia +2 · 6 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  74. Learning to Represent Programs with Heterogeneous Graphs
    2020/12/08 by Kechi Zhang, Zhang, Kechi, Wenhan Wang +6 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  75. Exploring the Potential of Large Language Models in Self-adaptive Systems
    2024/01/15 by Jialong Li, Li, Jialong, Mingyue Zhang +9 · 3 citations
    Computer Science · #Topic Modeling #Software Engineering Research
  76. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
    2025/07/31 by Dong, Yihong, Jiang, Xue, Tao, Yongding +11 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  77. Retrieve and Refine: Exemplar-based Neural Comment Generation
    2020/10/09 by Bolin Wei, Wei, Bolin, Li, Yongmin +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  78. Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization
    2025/03/13 by Weisong Sun, Sun, Weisong, Yiran Zhang +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
  79. A Meta Reinforcement Learning-based Approach for Self-Adaptive System
    2021/05/11 by Mingyue Zhang, Zhang, Mingyue, Jialong Li +9 · 1 citation
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Advanced Software Engineering Methodologies #Elevator Systems and Control
  80. 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
  81. What does Transformer learn about source code?
    2022/07/18 by Kechi Zhang, Zhang, Kechi, Ge Li +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
  82. Learning to Recommend Method Names with Global Context
    2022/01/26 by Fang Liu, Ge Li, Liu, Fang +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  83. PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood Estimation
    2025/04/02 by Tao, Zhengwei, Jin, Zhi, Li, Bincheng +7 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  84. Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
    2024/08/15 by Wu, Jiawei, Jin, Zhi · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  85. STVGFormer: Spatio-Temporal Video Grounding with Static-Dynamic Cross-Modal Understanding
    2022/07/06 by Zihang Lin, Lin, Zihang, Chaolei Tan +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
  86. Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation
    2022/08/22 by Dong, Yihong, Li, Ge, Jiang, Xue +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  87. Learning Program Representations with a Tree-Structured Transformer
    2022/08/18 by Wenhan Wang, Wang, Wenhan, Kechi Zhang +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
  88. FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration
    2025/01/22 by R Zhang, Zhang, Ruicheng, Kanghui Tian +7 · 3 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  89. NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
    2025/04/17 by Xin Li, Kun Yuan, Li, Xin +207 · 10 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
  90. Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
    2025/05/23 by Qiu, Zijie, Wei, Jiaqi, Zhang, Xiang +6 · 5 citations
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