Junda He

PhD student, Singapore Management University

Joined

February 2022

Names

Junda He (Preferred)

Emails

****@smu.edu.sg (Confirmed)

****@phdcs.smu.edu.sg (Confirmed)

Personal Links

Career & Education History

PhD student

Singapore Management University (smu.edu.sg)

2022 – 2026

Advisors, Relations & Conflicts

Coauthor

Terry Yue Zhuo

2024 – 2026

PhD Advisor

David Lo

2021 – 2026

Expertise

Software Engineering

Present

Software Testing

Present

Publications

From Code to Courtroom: LLMs as the New Software Judges
Junda He, Jieke Shi, Terry Yue Zhuo, Christoph Treude, Jiamou Sun, Zhenchang Xing, Xiaoning Du, David Lo
- CoRR 2025
- Readers: Everyone
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
Xin Zhou, Martin Weyssow, Ratnadira Widyasari, Ting Zhang, Junda He, Yunbo Lyu, Jianming Chang, Beiqi Zhang, Dan Huang, David Lo
- CoRR 2025
- Readers: Everyone
PTM4Tag+: Tag recommendation of stack overflow posts with pre-trained models
Junda He, Bowen Xu, Zhou Yang, DongGyun Han, Chengran Yang, Jiakun Liu, Zhipeng Zhao, David Lo
- Empir. Softw. Eng. 2025
- Readers: Everyone
A Functional Software Reference Architecture for LLM-Integrated Systems
Alessio Bucaioni, Martin Weyssow, Junda He, Yunbo Lyu, David Lo
- CoRR 2025
- Readers: Everyone
Leveraging Large Language Model for Automatic Patch Correctness Assessment
Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Hung Huu Nguyen, Thanh Le-Cong, Junda He, Bach Le, David Lo
- IEEE Trans. Software Eng. 2024
- Readers: Everyone
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Vu Minh Chien, Jenny Chim, Han Hu, Wenhao Yu, Ratnadira Widyasari, Imam Nur Bani Yusuf, Haolan Zhan, Junda He, Indraneil Paul, Simon Brunner, Chen GONG, James Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav et al. (13 additional authors not shown)
- ICLR 2025 Oral
- Readers: Everyone
Stealthy Backdoor Attack for Code Models
Zhou Yang, Bowen Xu, Jie M. Zhang, Hong Jin Kang, Jieke Shi, Junda He, David Lo
- IEEE Trans. Software Eng. 2024
- Readers: Everyone
Representation Learning for Stack Overflow Posts: How Far Are We?
Junda He, Xin Zhou, Bowen Xu, Ting Zhang, Kisub Kim, Zhou Yang, Ferdian Thung, Ivana Clairine Irsan, David Lo
- ACM Trans. Softw. Eng. Methodol. 2024
- Readers: Everyone
Curiosity-Driven Testing for Sequential Decision-Making Process
Junda He, Zhou Yang, Jieke Shi, Chengran Yang, Kisub Kim, Bowen Xu, Xin Zhou, David Lo
- ICSE 2024
- Readers: Everyone
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, Han Hu, Wenhao Yu, Ratnadira Widyasari, Imam Nur Bani Yusuf, Haolan Zhan, Junda He, Indraneil Paul, Simon Brunner, Chen Gong, Thong Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav et al. (13 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 36 publications

Co-Authors

View all 75 co-authors