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Yuchi Ma

CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models
2024 · Hao Yu, Bo Shen, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 140
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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Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection
2024 · Boxi Yu, Jiayi Yao, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 66
Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code
2024 · Liu, Fang, Liu, Yang, et al. · arXiv (Cornell University) · 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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RLCoder: Reinforcement Learning for Repository-Level Code Completion
2025 · Yanlin Wang, Yanli Wang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 27
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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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In-Depth Analysis of Graph-Based RAG in a Unified Framework
2025 · Yingli Zhou, Yaodong Su, et al. · Proceedings of the VLDB Endowment · 19
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MRCA: Metric-level Root Cause Analysis for Microservices via Multi-Modal Data
2024 · Yidan Wang, Zhouruixing Zhu, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 19
Hue: A User-Adaptive Parser for Hybrid Logs
2023 · Junjielong Xu, Qiuai Fu, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 17
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Flame: A Centralized Cache Controller for Serverless Computing
2023 · Yanan Yang, Laiping Zhao, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 15
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Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code
2026 · Fang Liu, Yang Liu, et al. · IEEE Transactions on Software Engineering · 14
Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models
2025 · Yanlin Wang, Tianyue Jiang, et al. · Proceedings of the ACM on software engineering. · 13
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RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
2025 · Yanli Wang, Yanlin Wang, et al. · IEEE Transactions on Software Engineering · 12
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ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation
2026 · Shu Wang, Yixiang Fang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 9
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CodeR: Issue Resolving with Multi-Agent and Task Graphs
2024 · Chen, Dong, Lin, Shaoxin, et al. · arXiv (Cornell University) · 8
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Fault Diagnosis for Test Alarms in Microservices through Multi-source Data
2024 · Shenglin Zhang, Jun Zhu, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 7
Revisiting Log Parsing: The Present, the Future, and the Uncertainties
2024 · Zhijing Li, Qiuai Fu, et al. · IEEE Transactions on Reliability · 7
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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FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments
2024 · Fang Liu, Zhenwei Liu, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 6
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OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
2025 · Lianghong Guo, Wei Tao, et al. · Proceedings of the ACM on software engineering. · 4
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On Efficient Large Sparse Matrix Chain Multiplication
2024 · Chunxu Lin, Wensheng Luo, et al. · Proceedings of the ACM on Management of Data · 4
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Robust Log-Based Anomaly Detection with Hierarchical Contrastive Learning
2023 · Yuhui Zhao, Ruichun Yang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware
2025 · Yujia Chen, Mingyu Chen, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 3
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What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond
2026 · Wenchao Gu, Juntao Chen, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 2
Works count: 45
Citation count: 618
H-index: 13
I10-index: 14
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