About Me
I am a researcher with three years of experience in Machine Learning, Trustworthy & Explainable AI, and Optimization. I received the AISG PhD Fellowship granted by AI Singapore to pursue my PhD journey at the Singapore University of Technology and Design under the co-supervision of Assistant Professor Wenxuan Zhang and Professor Wei Lu.
Recent News
- [Jan 2026] Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning accepted to ICLR 2026.
- [Dec 2024] Improving Pareto Set Learning via Stein Variational Hypernetworks accepted to AAAI 2025.
- [2024] Honored to receive the AISG PhD Fellowship from AI Singapore.
- [2023] Controllable Pareto Front Learning Framework accepted to Neural Networks.
- [2023] Multi-Sample Hypernetworks accepted to AAAI 2023 (Oral Presentation).
Selected Publications
Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning
International Conference on Learning Representations (ICLR), 2026
Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks
AAAI Conference on Artificial Intelligence (AAAI), 2025
Improving Pareto Front Learning via Multi-Sample Hypernetworks
AAAI Conference on Artificial Intelligence (AAAI), 2023 Oral
A Framework for Controllable Pareto Front Learning with Completed Scalarization Functions and its Applications
Neural Networks, 2023
Multi Deep Learning Model for Building Footprint Extraction from High Resolution Remote Sensing Image
Intelligent Systems and Networks (ICISN), 2022