Zhenyu Chen
- Token-Budget-Aware LLM Reasoning
2024/12/24 by Tingxu Han, Zhenting Wang, Han, Tingxu +9 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey on Large Language Models for Software Engineering
2023/12/23 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +13 · 20 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- Smart Contract Development: Challenges and Opportunities
2021/10/01 by Weiqin Zou, David Lo, Pavneet Singh Kochhar +5 · 11 citations
- A Survey of Learning-based Automated Program Repair
2023/01/09 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +7 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Automatic Code Summarization via ChatGPT: How Far Are We?
2023/05/22 by Weisong Sun, Chunrong Fang, Sun, Weisong +23 · 8 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- GAMMA: Revisiting Template-based Automated Program Repair via Mask Prediction
2023/09/17 by Quanjun Zhang, Chunrong Fang, Zhang, Quanjun +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities
2023/09/24 by Shengcheng Yu, Yu, Shengcheng, Chunrong Fang +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Specular Polynomials
2024/05/22 by Zhimin Fan, Fan, Zhimin, Jie Guo +18 · 1 voice
Engineering · Physics and Astronomy · #Optical Polarization and Ellipsometry #Color Science and Applications
- Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction
2023/03/18 by Jiayang Bai, Zhen He, Bai, Jiayang +11 · 3 citations
Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote Sensing and LiDAR Applications
- A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing
2024/12/21 by Ye Shang, Shang, Ye, Quanjun Zhang +9 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair
2023/10/13 by Quanjun Zhang, Zhang, Quanjun, Tongke Zhang +11 · 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
- APPT: Boosting Automated Patch Correctness Prediction via Fine-tuning Pre-trained Models
2023/01/29 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +10 · 2 citations
Computer Science · #Machine Learning in Healthcare #AI in cancer detection #Machine Learning and Data Classification
- Vision-Based Mobile App GUI Testing: A Survey
2023/10/20 by Shengcheng Yu, Yu, Shengcheng, Chunrong Fang +11 · 2 citations
Computer Science · #Software Testing and Debugging Techniques #Software System Performance and Reliability #Advanced Malware Detection Techniques
- Soliton microcombs in X-cut LiNbO3 microresonators
2025/02/11 by Binbin Nie, Xiaomin Lv, Nie, Binbin +33 · 6 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics
- Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?
2023/12/01 by Weisong Sun, Sun, Weisong, Chunrong Fang +19 · 2 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Reliability and Analysis Research
- pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
2024/05/07 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +18 · 3 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #and Cluster Computing (cs.DC)
- Task-Adaptive Attention for Image Captioning
2021/03/19 by Chenggang Yan, Yiming Hao, Liang Li +6 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models
2024/09/26 by Quanjun Zhang, Zhang, Quanjun, Ye Shang +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software System Performance and Reliability #Topic Modeling
- Broadband microwave-rate dark pulse microcombs in dissipation-engineered LiNbO3 microresonators
2024/04/30 by Xiaomin Lv, Binbin Nie, Lv, Xiaomin +27 · 2 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Fiber Optic Sensors #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices
- A Prompt Learning Framework for Source Code Summarization
2023/12/26 by Xu, Tingting, Chunrong Fang, Miao, Yun +15 · 1 citation
Computer Science · #68-04 #68T30 #Artificial Intelligence (cs.AI) #D.2.3 #FOS: Computer and information sciences #I.2.2 #I.2.4 #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- From Data Quality to Model Quality: an Exploratory Study on Deep Learning
2019/06/10 by Tianxing He, He, Tianxing, Shengcheng Yu +7 · 1 citation
Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models
2024/03/01 by Quanjun Zhang, Chunrong Fang, Weisong Sun +4 · 1 citation
- Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders
2024/06/05 by Tingxu Han, Han, Tingxu, Weisong Sun +13 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Real-time simulation and control systems
- Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models
2025/02/22 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +17 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation
2026/07/20 by Yuchen Chen, Wei Cheng, Yuan Xiao +7 · 1 voice
#cs.CR