He, Junda
- BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
2024/06/22 by Zhuo, Terry Yue, Vu, Minh Chien, Chim, Jenny +30 · 105 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- 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 · 57 citations
Computer Science · #Multi-Agent Systems and Negotiation
- LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
2025/02/10 by Xin Zhou, Zhou, Xin, Martin Weyssow +17 · 17 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 · 7 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, Kisub Kim, Zhou, Xin +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 X X Hu, Xing Hu, Hu, Xing +14 · 9 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE)
- From Code to Courtroom: LLMs as the New Software Judges
2025/03/04 by He, Junda, Shi, Jieke, Zhuo, Terry Yue +5 · 5 citations
#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, Xin Zhou, He, Junda +15 · 3 citations
Computer Science · Materials Science · #Software Engineering Research #Software Engineering Techniques and Practices #Machine Learning in Materials Science
- A Functional Software Reference Architecture for LLM-Integrated Systems
2025/01/22 by Bucaioni, Alessio, Weyssow, Martin, He, Junda +2 · 3 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- 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, Junda He, Shi, Jieke +6 · 1 citation
Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Software Engineering (cs.SE)