Thanks for stopping by! 👋
I am currently a PhD candidate at the HCP-I2 Lab in Sun Yat-sen University advised by Prof. Xiaodan Liang. Previously, I obtained both my Bachelor’s and Master’s degree at SYSU under the supervision of Prof. Shancheng Jiang.
Currently, I am interested in building generalizable multimodal reasoning systems grounded from data-centric perspective. I am working to answer:
1) Inward: How can VLMs enhance perception and reasoning for real-world comprehension?
2) Outward: How can they facilitate modeling and interaction for physical engagement?
- [2025.10] Our work (AI4Physics), a survey to aligning perception, reasoning, modeling and interaction capabilities on physical AI, is on Arxiv!
- [2025.09] One paper (SeePhys) accepted by NeurIPS 2025! See you in San Diego!
- [2025.05] Code and Dataset of SeePhys have been released. Welcome to try!
- [2025.05] Our work (SeePhys), a full spectrum multimodal benchmark for evaluating physics reasoning across different knowledge levels, is on Arxiv!
- [2025.05] We organize a challenge for the 2nd AI for Math Workshop at ICML 2025. Welcome to try!
- [2024.12] Our work (AtomThink), an o1 style reasoning framework via long CoT for complex multimodal mathematical tasks, is on Arxiv!
Full publication list on Google Scholar. (* denotes equal contribution)
SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning
Neural Information Processing Systems (NeurIPS), 2025.
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025
Toward robust diagnosis: A contour attention preserving adversarial defense for covid-19 detection
Proceedings of the AAAI Conference on Artificial Intelligence, 2023
Applied Soft Computing, 2021
- Conference: NeurIPS 2025, AAAI 2025, AAAI 2024
- Journal: IEEE Transactions on Neural Networks and Learning Systems, IEEE Journal of Biomedical and Health Informatics, Information Sciences, Applied Soft Computing
- Computer Vision, ISE3135, Autumn 2024-2025
- Operations Research, ISE311, Autumn 2021-2022
- Data Structure and Algorithm, ISE229, Autumn 2022-2023.
- Minister, Student Union of SYSU
- Member, Youth Volunteer Association of SYSU
Outstanding Graduate of SYSU
National Scholarship
Postgraduate Scholarship of SYSU