About
I am affiliated with the Australian Artificial Intelligence Institute (AAII) at the University of Technology Sydney. My research focuses on machine learning, multimodal learning, agentic AI, and AI for scientific design and problem solving, with an emphasis on developing approaches that enable intelligent agents to learn from and reason about a dynamic, open world. I do research purely out of curiosity.
I am actively seeking collaborations with both academia and industry to tackle real-world challenges. If my research resonates with you, please feel free to reach out.
News
- May 2026 Two papers accepted by ICML 2026 (Core A* / CCF-A).
- Apr 2026 One paper (project leader) accepted by ACL 2026 (Core A* / CCF-A).
- Feb 2026 One paper (project leader) accepted by CVPR 2026 (Core A* / CCF-A).
- Feb 2026 One paper (corresponding author) on Medical Vision-Language Modeling accepted by Knowledge-Based Systems (JCR Q1).
- Jan 2026 One paper on General Time Series Foundation Model (distributed) Pretraining accepted by ICLR 2026 (Core A*).
- Dec 2025 ★ Honored to receive the AAII Best Student Paper Award at University of Technology Sydney.
- Nov 2025 One paper on Scientific LLM Post-training accepted by Information Fusion (JCR Q1, IF 16).
- Jun 2025 One paper on Medical Imaging Alignment accepted by MICCAI 2025 (Core A / CCF-B).
- Apr 2025 Delivered a lecture-style tutorial on Federated Intelligence on the Web at WWW 2025 (Core A* / CCF-A).
- Apr 2025 One paper (corresponding author) on Cross-Modality Medical Imaging Adaptation accepted as a full paper at ICMR 2025 (CCF-B / Core B).
- Dec 2024 One paper on Federated Time-Series Foundation Models accepted by AAAI 2025 (Core A* / CCF-A).
- Dec 2024 Our tutorial on Federated Intelligence on the Web accepted at WWW 2025 (Core A* / CCF-A).
- Sept 2024 One paper on LLMs for Weather Modeling accepted by NeurIPS 2024 (Core A* / CCF-A).
- Jun 2024 One paper on Federated Foundation Models for Weather accepted at AI4CI Workshop @ IJCAI 2024 (Highlight).
- Apr 2024 One paper on On-device Weather Foundation Models accepted by IJCAI 2024 (Core A* / CCF-A).
- Mar 2024 One paper (internship) on Distributed Remote Sensing Analysis accepted by Knowledge-Based Systems (JCR Q1).
- Dec 2023 Our survey Foundation Models for Weather and Climate Data Understanding released on arXiv.
- Aug 2023 One paper (internship) on Weather Image Analysis accepted by Knowledge-Based Systems (JCR Q1).
- Jul 2023 One paper (internship) on Radar Echo Spatio-temporal Prediction accepted by IEEE TGRS (JCR Q1).
- Mar 2023 One paper on Federated Prompt Learning for Weather Foundation Models accepted by IJCAI 2023 (Core A* / CCF-A).
- Feb 2023 One paper on Interpretable Medical Image Analysis accepted by IEEE JBHI (Core A* / JCR Q1).
- Oct 2022 ★ Awarded the National Scholarship (1st place, 1 / 1218).
- Jun 2022 One paper (internship) on GANs on Radar Images accepted by IEEE TGRS (JCR Q1).
Publications Google Scholar →
Honors & Awards
- AAII Best Student Paper Award · University of Technology Sydney
- National Scholarship · Top 0.1% (1 / 1218)
- Outstanding Master's Thesis
- Outstanding Master's Thesis · 1st place
- Outstanding Graduate Student
- Outstanding Graduates
Experience
-
Jul 2021 – Jan 2023, Mar 2023 – Jun 2024
Research Intern, Machine Learning
Shenzhen Institute of Meteorological Innovation, China. Conducted research on machine-learning applications for meteorological prediction and climate modeling — time-series analysis and remote-sensing data processing.
Talks
-
Apr 2025
Federated Intelligence in Web: A Tutorial
WWW 2025, Sydney, Australia. -
Nov 2024
Personalized Adapter for Large Meteorology Models on Devices
FLFM Workshop @ AJCAI 2024, Melbourne, Australia. -
Aug 2024
Federated Prompt Learning for Weather Foundation Models on Devices
Main Track & AI4CI Workshop @ IJCAI 2024, Jeju, South Korea.