Junda He
- LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
2024/04/07 by Junda He, He, Junda, Christoph Treude +3 · 60 citations
Computer Science · #Multi-Agent Systems and Negotiation
- LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road Ahead
2025/05/24 by Junda He, Christoph Treude, David Lo · 43 citations
- LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
2025/02/10 by Xin Zhou, Martin Weyssow, Zhou, Xin +17 · 18 citations
Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #Digital and Cyber Forensics
- Stealthy Backdoor Attack for Code Models
2023/01/06 by Zhou Yang, Bowen Xu, Yang, Zhou +11 · 8 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Security and Verification in Computing
- BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets
2022/10/07 by Chen Gong, Zhou Yang, Gong, Chen +17 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Privacy-Preserving Technologies in Data
- Generation-based Code Review Automation: How Far Are We?
2023/03/13 by Xin Zhou, Zhou, Xin, Kisub Kim +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software Reliability and Analysis Research
- Assessing and Advancing Benchmarks for Evaluating Large Language Models in Software Engineering Tasks
2025/05/13 by Xing Hu, X X Hu, Hu, Xing +14 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Representation Learning for Stack Overflow Posts: How Far are We?
2023/03/13 by Junda He, He, Junda, Xin Zhou +15 · 3 citations
Computer Science · Materials Science · #Software Engineering Research #Software Engineering Techniques and Practices #Machine Learning in Materials Science
- Leveraging Large Language Model for Automatic Patch Correctness Assessment
2024/08/30 by Xin Zhou, Bowen Xu, Kisub Kim +7 · 3 citations
Computer Science · #Machine Learning and Data Classification #Topic Modeling
- Answer Summarization for Technical Queries: Benchmark and New Approach
2022/09/22 by Yang Chengran, Chengran, Yang, Bowen Xu +19 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- Can Identifier Splitting Improve Open-Vocabulary Language Model of Code?
2022/01/06 by Jieke Shi, Zhou Yang, Shi, Jieke +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- PatchZero: Zero-Shot Automatic Patch Correctness Assessment
2023/03/01 by Xin Zhou, Zhou, Xin, Bowen Xu +13 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Software Engineering (cs.SE)
- CCBERT: Self-Supervised Code Change Representation Learning
2023/09/27 by Xin Zhou, Bowen Xu, Zhou, Xin +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis
- Synthesizing Efficient and Permissive Programmatic Runtime Shields for Neural Policies
2024/10/08 by Jieke Shi, Shi, Jieke, Junda He +6 · 1 citation
Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Software Engineering (cs.SE)