Imam Nur Bani Yusuf

PhD student, School of Computer Science and Information System, Singapore Management University

Joined

May 2024

Names

Imam Nur Bani Yusuf (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

School of Computer Science and Information System, Singapore Management University (smu.edu.sg)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Lingxiao Jiang

2020 – Present

PhD Advisor

David Lo

2020 – Present

Expertise

deep learning

code generation

LLM

software engineering

2020 – Present

Publications

RustMap: Towards Project-Scale C-to-Rust Migration via Program Analysis and LLM
Xuemeng Cai, Jiakun Liu, Xiping Huang, Yijun Yu, Haitao Wu, Chunmiao Li, Bo Wang, Imam Nur Bani Yusuf, Lingxiao Jiang
- CoRR 2025
- 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, James Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav et al. (1 additional authors not shown)
- ICLR 2025
- 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
Isolating Compiler Bugs by Generating Effective Witness Programs With Large Language Models
Haoxin Tu, Zhide Zhou, He Jiang, Imam Nur Bani Yusuf, Yuxian Li, Lingxiao Jiang
- IEEE Trans. Software Eng. 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
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs
Imam Nur Bani Yusuf, Lingxiao Jiang
- CoRR 2024
- Readers: Everyone
Your Instructions Are Not Always Helpful: Assessing the Efficacy of Instruction Fine-tuning for Software Vulnerability Detection
Imam Nur Bani Yusuf, Lingxiao Jiang
- CoRR 2024
- Readers: Everyone
Towards Automated Embedded Systems Programming
Imam Nur Bani Yusuf
- ICSE Companion 2023
- Readers: Everyone
ArduinoProg: Towards Automating Arduino Programming
Imam Nur Bani Yusuf, Diyanah Binte Abdul Jamal, Lingxiao Jiang
- ASE 2023
- Readers: Everyone
Automating Arduino Programming: From Hardware Setups to Sample Source Code Generation
Imam Nur Bani Yusuf, Diyanah Binte Abdul Jamal, Lingxiao Jiang
- MSR 2023
- Readers: Everyone

View all 17 publications

Co-Authors

View all 57 co-authors