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Hongyu Zhang

Liaoning University · CN
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Area of research
Information Systems · Software
Research interest
Research interests include Software Engineering Research, Software System Performance and Reliability, Software Testing and Debugging Techniques, and Software Reliability and Analysis Research.
h-index
67
citations
19,297
works
850
NIH funding
primary concept
email

Recent publications

<scp>MORepair</scp> : Teaching LLMs to Repair Code via Multi-Objective Fine-Tuning
ACM Transactions on Software Engineering and Methodology 2026cited by 5position: contributordoi
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
IEEE Transactions on Software Engineering 2026cited by 4position: contributordoi
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach
ACM Transactions on Software Engineering and Methodology 2026cited by 2position: contributordoi
SPENCER: Self-Adaptive Model Distillation for Efficient Code Retrieval
ACM Transactions on Software Engineering and Methodology 2026cited by 0position: contributordoi
Representation-Enhanced Cascading Multi-Level Interest Learning for Multi-Behavior Recommendation
ACM Transactions on Information Systems 2026cited by 0position: contributordoi
Towards an Understanding of Context Utilization in Code Intelligence
ACM Computing Surveys 2026cited by 0position: contributordoi
Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation
ACM Transactions on Software Engineering and Methodology 2026cited by 0position: contributordoi
Steer Your Model: Secure Code Generation With Contrastive Decoding
IEEE Transactions on Software Engineering 2026cited by 0position: contributordoi
AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation
IEEE Transactions on Software Engineering 2026cited by 0position: contributordoi
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
ACM Transactions on Software Engineering and Methodology 2026cited by 0position: contributordoi
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
Nature Communications 2025cited by 45position: middledoi
On the Effectiveness of Large Language Models in Domain-Specific Code Generation
ACM Transactions on Software Engineering and Methodology 2025cited by 32position: contributordoi
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells.
2025cited by 26position: contributordoi
Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis
ACM Transactions on Software Engineering and Methodology 2025cited by 13position: contributordoi
MLOps, LLMOps, FMOps, and Beyond
IEEE Software 2025cited by 10position: contributordoi
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
Companion Proceedings of the ACM on Web Conference 2025 2025cited by 10position: contributordoi
Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies
Proceedings of the ACM on Web Conference 2025 2025cited by 7position: contributordoi
WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs
Proceedings of the ACM on Web Conference 2025 2025cited by 7position: contributordoi
Can Large Language Models Serve as Evaluators for Code Summarization?
IEEE Transactions on Software Engineering 2025cited by 7position: contributordoi
UIC <scp>opilot</scp> : Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs
Proceedings of the ACM on Web Conference 2025 2025cited by 5position: contributordoi
CFG2AT: Control Flow Graph and Graph Attention Network-Based Software Defect Prediction
IEEE Transactions on Reliability 2025cited by 5position: contributordoi
Supramolecular self-assembling IGF-1 nanofibers modulate neutrophil extracellular traps to accelerate diabetic wound healing
Chemical Engineering Journal 2025cited by 4position: middledoi
Retrieval-Augmented Fine-Tuning for Improving Retrieve-and-Edit Based Assertion Generation
IEEE Transactions on Software Engineering 2025cited by 2position: contributordoi
Unsupervised Software Defect Prediction Through Multiview Clustering
IEEE Transactions on Reliability 2025cited by 2position: contributordoi
CoSEFA: An LLM-Based Programming Assistant for Secure Code Generation via Supervised Co-Decoding
Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering 2025cited by 2position: contributordoi
OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
Proceedings of the ACM on Software Engineering 2025cited by 1position: contributordoi
<scp>LaTCoder:</scp> Converting Webpage Design to Code with Layout-as-Thought
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 2025cited by 1position: contributordoi
Hypergraph-driven spatial multimodal fusion for precise domain delineation and tumor microenvironment decoding.
2025cited by 0position: contributordoi
Weakly Supervised Vulnerability Localization via Multiple Instance Learning
ACM Transactions on Software Engineering and Methodology 2025cited by 0position: contributordoi
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering 2025cited by 0position: contributordoi

Grants

No grants ingested yet.

Frequent collaborators

· 76 papers (2019–2026)Yao Wan · Elsevier, Inc.10 papers (2024–2026) · 8 papers (2023–2026)Hai Jin · Wuhan University of Technology8 papers (2024–2026) · 7 papers (2024–2026)Chuan Luo · Beihang University6 papers (2021–2024)Zhiqiang Li · Shaanxi Normal University6 papers (2019–2025)Dongmei Zhang · Microsoft Research Asia (China)6 papers (2021–2023)Dongmei Zhang · Shandong University of Technology6 papers (2019–2023)Xiao-Yuan Jing · Wuhan University5 papers (2019–2025)Meng Yan · Chongqing University5 papers (2024–2026)Qingwei Lin · Microsoft Research5 papers (2021–2023)Michael R. Lyu · Chinese University of Hong Kong5 papers (2020–2026)Hailong Sun · Beihang University4 papers (2022–2024) · 4 papers (2024–2026)Van-Hoang Le · Elsevier, Inc.4 papers (2024–2024)Bo Qiao · Microsoft Research Asia4 papers (2021–2021)Yulei Sui · University of Technology Sydney4 papers (2024–2026)Junjie Chen · Springer Nature4 papers (2021–2026)Yuchi Ma · Huawei Technologies (China)4 papers (2024–2026)
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