On the effectiveness of pretrained models for API learning. - Mohammad Abdul Hadi; Imam Nur Bani Yusuf; Ferdian Thung; Kien Gia Luong; Lingxiao Jiang; Fatemeh H. Fard; David Lo 001 (ICPC, 2022)

Accurate generation of trigger-action programs with domain-adapted sequence-to-sequence learning. - Imam Nur Bani Yusuf; Lingxiao Jiang; David Lo 001 (ICPC, 2022)

RecipeGen++: an automated trigger action programs generator. - Imam Nur Bani Yusuf; Diyanah Binte Abdul Jamal; Lingxiao Jiang; David Lo 001 (ESEC/SIGSOFT FSE, 2022)

BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems. - Muhammad Hilmi Asyrofi; Zhou Yang 003; Imam Nur Bani Yusuf; Hong Jin Kang; Ferdian Thung; David Lo 001 (IEEE Trans. Software Eng., 2022)

Towards Automated Embedded Systems Programming. - Imam Nur Bani Yusuf (ICSE Companion, 2023)

ArduinoProg: Towards Automating Arduino Programming. - Imam Nur Bani Yusuf; Diyanah Binte Abdul Jamal; Lingxiao Jiang (ASE, 2023)

Automating Arduino Programming: From Hardware Setups to Sample Source Code Generation. - Imam Nur Bani Yusuf; Diyanah Binte Abdul Jamal; Lingxiao Jiang (MSR, 2023)

LLM4CBI: Taming LLMs to Generate Effective Test Programs for Compiler Bug Isolation. - Haoxin Tu; Zhide Zhou; He Jiang 001; Imam Nur Bani Yusuf; Yuxian Li; Lingxiao Jiang (CoRR, 2023)

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)

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions. - Terry Yue Zhuo; Minh Chien Vu; Jenny Chim; Han Hu; Wenhao Yu 002; Ratnadira Widyasari; Imam Nur Bani Yusuf; Haolan Zhan; Junda He; Indraneil Paul; Simon Brunner; Chen Gong 005; et al. (CoRR, 2024)

Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs. - Imam Nur Bani Yusuf; Lingxiao Jiang (CoRR, 2024)

Isolating Compiler Bugs by Generating Effective Witness Programs With Large Language Models. - Haoxin Tu; Zhide Zhou; He Jiang 001; Imam Nur Bani Yusuf; Yuxian Li; Lingxiao Jiang (IEEE Trans. Software Eng., 2024)

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions. - Terry Yue Zhuo; Minh Chien Vu; Jenny Chim; Han Hu; Wenhao Yu 002; Ratnadira Widyasari; Imam Nur Bani Yusuf; Haolan Zhan; Junda He; Indraneil Paul; Simon Brunner; Chen Gong 005; et al. (ICLR, 2025)

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)