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 we elicit System 2 slow thinking and RL-based supervision to master complex tasks?
2) Outward: How can we build physics-aware models that enable VLMs to perceive, reason, and interact with the physical world robustly?
- [2026.03] Our workshop 3rd AI for Math Workshop: Toward Self-Evolving Scientific Agents is accepted to ICML 2026! See you in Seoul!
- [2026.01] One paper (AtomThink) accepted by TPAMI!
- [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)
AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
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
Thinking with Geometry: Active Geometry Integration for Spatial Reasoning
Arxiv preprint, 2026
RADAR: Revealing Asymmetric Development of Abilities in MLLM Pre-training
Arxiv preprint, 2026
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
- 2nd/3st AI for Math Workshop @ ICML
- Conference: NeurIPS, ACL, AAAI
- Journal: IEEE Transactions on Neural Networks and Learning Systems, IEEE Journal of Biomedical and Health Informatics, Information Sciences, Applied Soft Computing
Outstanding Graduate of SYSU
National Scholarship
Postgraduate Scholarship of SYSU