I’m a research associate at the School of Computer Science and Engineering in Nanyang Technological University under the supervision of Prof. Liu Yang. I have been awarded third place in the AISG Trusted Media Challenge, receiving a cash prize of 25,000 SGD, along with the AISG PhD Fellowship and the DAAD AInet Fellowship.

My Ph.D. research primarily focuses on the broad intersection between Artificial Intelligence and Software Engineering. Specifically, I’m interested in using software engineering (SE) methods to regulate AI-based software development to build trustworthy AI models (SE4AI) and in developing trustworthy code LLMs (AI4SE).

News

•   Aug 2024: Our paper “VulAdvisor: Natural Language Suggestion Generation for Software Vulnerability Repair” is accepted by ASE 2024.
•   July 2024: Our paper “CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance” is accepted by EMSOFT 2024 and TCAD.
•   May 2024: Our paper “Improving Neural Logic Machines via Failure Reflection” is accepted by ICML 2024. Congrats to Zhiming!
•   April 2024: I get the DAAD AInet Fellowship.
•   Feb 2024: Our paper “Unveiling project-specific bias in neural code models” is accepted by COLING 2024.
•   Feb 2024: Our paper “BadEdit: Backdooring Large Language Models by Model Editing” is accepted by ICLR 2024.
•   Feb 2024: Our paper “IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks” is accepted by ICLR 2024.
•   Dec 2023: Our paper “FedMut: Generalized Federated Learning via Stochastic Mutation” is accepted by AAAI 2024 (oral).
•   Dec 2023: Our paper “Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Model” is accepted by AAAI 2024.