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Ensheng Shi

LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
2025 · Ziyao Zhang, Chong Wang, et al. · Proceedings of the ACM on software engineering. · 111
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On the evaluation of neural code summarization
2022 · Ensheng Shi, Yanlin Wang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 88
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CoCoSoDa: Effective Contrastive Learning for Code Search
2023 · Ensheng Shi, Yanlin Wang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 60
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On the Evaluation of Commit Message Generation Models: An Experimental Study
2021 · Wei Tao, Yanlin Wang, et al. · IEEE International Conference on Software Maintenance (ICSM) · 54
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CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees
2021 · Ensheng Shi, Yanlin Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 47
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Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond
2023 · Ensheng Shi, Yanlin Wang, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 43
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RACE: Retrieval-augmented Commit Message Generation
2022 · Ensheng Shi, Yanlin Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 42
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Agents in software engineering: survey, landscape, and vision
2025 · Yanlin Wang, Wanjun Zhong, et al. · Automated Software Engineering · 35
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Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search
2021 · Lun Du, Xiaozhou Shi, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 28
A large-scale empirical study of commit message generation: models, datasets and evaluation
2022 · Wei Tao, Yanlin Wang, et al. · Empirical Software Engineering · 23
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention
2024 · Lianghong Guo, Yanlin Wang, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 20
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CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs
2020 · Yanlin Wang, Lun Du, et al. · 17
You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search
2023 · Yanlin Wang, Lianghong Guo, et al. · IEEE International Conference on Software Maintenance (ICSM) · 9
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CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network
2021 · Wang, Yanlin, Shi, Ensheng, et al. · arXiv (Cornell University) · 9
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RepoMinCoder: Improving Repository-Level Code Generation Based on Information Loss Screening
2024 · Yifan Li, Ensheng Shi, et al. · Asia-Pacific Symposium on Internetware · 8
CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees
2023 · Ensheng Shi, Yanlin Wang, et al. · Empirical Software Engineering · 8
HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation
2025 · Dewu Zheng, Yanlin Wang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 6
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Context-aware code summarization with multi-relational graph neural network
2025 · Yanlin Wang, Ensheng Shi, et al. · Automated Software Engineering · 6
Neural Code Summarization: How Far Are We?
2021 · Ensheng Shi, Yanlin Wang, et al. · arXiv (Cornell University) · 5
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search
2021 · Du, Lun, Shi, Xiaozhou, et al. · arXiv (Cornell University) · 4
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EffiReasonTrans: RL-Optimized Reasoning for Code Translation
2026 · Yanlin Wang, Rongyi Ou, et al. · IEEE Transactions on Software Engineering · 1
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Towards an Understanding of Context Utilization in Code Intelligence
2026 · Yanlin Wang, Kefeng Duan, et al. · ACM Computing Surveys · 1
From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
2025 · Yang, Jian, Liu, Xianglong, et al. · arXiv (Cornell University) · 1
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AlignCoder: Aligning Retrieval with Target Intent for Repository-Level Code Completion
2025 · Tianyue Jiang, Yanli Wang, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 1
SoTaNa: The Open-Source Software Development Assistant
2023 · Shi, Ensheng, Zhang, Fengji, et al. · arXiv (Cornell University) · 1
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Works count: 46
Citation count: 629
H-index: 12
I10-index: 12
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