Xiangke Liao
- 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 · 33 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
- Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation
2023/10/16 by Yingwei Ma, Yue Yu, Ma, Yingwei +13 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research #Topic Modeling
- One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization
2023/03/28 by Deze Wang, Boxing Chen, Wang, Deze +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search
2021/03/24 by Chen Zeng, Yue Yu, Zeng, Chen +15 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research #Web Data Mining and Analysis
- Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar
2024/12/11 by Yuanliang Zhang, Zhang, Yuanliang, Yifan Xie +24 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Software Engineering (cs.SE)
- Learning to Branch in Combinatorial Optimization with Graph Pointer Networks
2023/07/04 by Rui Wang, Zhiming Zhou, Wang, Rui +11 · 2 citations
Computer Science · Decision Sciences · #Constraint Satisfaction and Optimization #Metaheuristic Optimization Algorithms Research #Scheduling and Timetabling Solutions
- SSD-SSD: Communication sparsification for distributed deep learning training
2020/12/10 by Yemao Xu, Xu, Yemao, Dezun Dong +7 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- ConfInLog: Leveraging Software Logs to Infer Configuration Constraints
2021/03/22 by Shulin Zhou, Zhou, Shulin, Xiaodong Liu +13 · 1 citation
Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- DepOwl: Detecting Dependency Bugs to Prevent Compatibility Failures
2021/02/17 by Zhouyang Jia, Shanshan Li, Jia, Zhouyang +13 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research