Shi, Ensheng
- From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
2025/11/23 by Jian Yang, Xianglong Liu, Yang, Jian +143 · 7 voices · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
- CoCoSoDa: Effective Contrastive Learning for Code Search
2022/04/07 by Ensheng Shi, Shi, Ensheng, Wang, Yanlin +11 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling #Web Data Mining and Analysis
- Agents in Software Engineering: Survey, Landscape, and Vision
2024/09/13 by Yanlin Wang, Wang, Yanlin, Wanjun Zhong +17 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
- RACE: Retrieval-Augmented Commit Message Generation
2022/03/05 by Shi, Ensheng, Wang, Yanlin, Tao, Wei +5 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- SoTaNa: The Open-Source Software Development Assistant
2023/08/25 by Ensheng Shi, Fengji Zhang, Shi, Ensheng +16 · 1 voice · 1 citation
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling #cs.AI #cs.SE
- On the Evaluation of Commit Message Generation Models: An Experimental Study
2021/07/12 by Tao, Wei, Wang, Yanlin, Shi, Ensheng +5 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention
2024/07/29 by Guo, Lianghong, Wang, Yanlin, Shi, Ensheng +6 · 7 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search
2024/08/10 by Yanlin Wang, Lianghong Guo, Wang, Yanlin +19 · 2 citations
Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Recommender Systems and Techniques #Software Engineering (cs.SE) #Topic Modeling
- Top General Performance = Top Domain Performance? DomainCodeBench: A Multi-domain Code Generation Benchmark
2024/12/24 by Dewu Zheng, Zheng, Dewu, Yanlin Wang +11 · 5 voices · 1 citation
Computer Science · #Digital Rights Management and Security
- CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees
2021/08/30 by Shi, Ensheng, Wang, Yanlin, Du, Lun +4 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep\n Hashing
2024/12/16 by Wenchao Gu, Ensheng Shi, Gu, Wenchao +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Web Data Mining and Analysis