Syuan-Hao Li

Ph.D. Pathway Student, Griffith University
On-site Research Intern, Temporal Intelligence and Motion Extraction (TIME) Lab

Google Scholar / ResearchGate / CV / Email

Location: Brisbane, Australia
Research: Temporal modeling, multimodal intelligence, fine- and ultra-fine-grained visual understanding

About

Syuan-Hao Li received the B.S. degree in Computer Science from National Taitung University (NTTU), Taiwan, in 2025. He is currently a Ph.D. Pathway Student at Griffith University and an on-site research intern at the Temporal Intelligence and Motion Extraction (TIME) Lab, working on an ARC Research Hub internal research project under the supervision of Lei Wang and Prof. Yongsheng Gao. He serves as a workshop coordinator for TIME 2026: the 2nd International Workshop on Transformative Insights in Multi-faceted Evaluation, hosted at The Web Conference (WWW 2026). His research interests include temporal modeling, multimodal intelligence, and fine- and ultra-fine-grained visual understanding.

Research Interests

Temporal modeling
Multimodal intelligence
Fine- and ultra-fine-grained visual understanding
Trustworthy AI and uncertainty modeling
Representation learning

Education

Feb 2026 - present Ph.D. Pathway Student, Griffith University, Australia
Sep 2021 - Jun 2025 B.S. in Computer Science, National Taitung University, Taiwan

Honors & Awards

Feb 2026 International Student Academic Excellence Scholarship, Griffith University.

News

Feb 2026 Awarded the International Student Academic Excellence Scholarship by Griffith University.
Jan 2026 Workshop coordinator for TIME 2026 at The Web Conference (WWW 2026).
May 2025 Started as an on-site research intern on an ARC Research Hub internal research project at the TIME Lab.

Publications

Journal Articles

IEEE Transactions on Consumer Electronics paper thumbnail

Developing a Consumer Electronics Robotics with a Large Language Model Based on a Trustworthy AI Framework

Hsin-Te Wu, Wei Wei, Syuan-Hao Li, Mu-Yen Chen

IEEE Transactions on Consumer Electronics, 71(1):2027-2038, 2025.

Paper

Conference Papers

A Potential Study on the Application of Data Cartography Techniques to Tree-Based Models: A Methodological Approach

Syuan-Hao Li, Yi-Jui Huang, Jie-Xin Li, Jing-Yuan Ting

Proceedings of the 2024 2nd International Conference on Machine Learning and Pattern Recognition, 2024.

Paper

Workshop Papers

Fine-Grained Visual Understanding for Multimodal and Trustworthy AI

Syuan-Hao Li, Lei Wang, Yongsheng Gao, Yi-Jui Huang

The Second International Workshop on Transformative Insights in Multifaceted Evaluation at The Web Conference, 2026.

Paper

Preprints

Uncertainty-DTW for Sequences and Visual Tokens

Lei Wang, Syuan-Hao Li, Yongsheng Gao, Piotr Koniusz

arXiv preprint arXiv:2605.25110, 2026.

arXiv

Blur to Focus Attention in Fine-Grained Visual Recognition

Syuan-Hao Li, Lei Wang, Yongsheng Gao

OpenReview preprint, 2026.

OpenReview

Trust-Aware Joint Feature-Prediction Discrepancy paper thumbnail

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation

Xi Ding, Lei Wang, Syuan-Hao Li, Yongsheng Gao

arXiv preprint arXiv:2605.25119, 2026.

arXiv

Academic Services

2026 Workshop Coordinator, TIME 2026: the 2nd International Workshop on Transformative Insights in Multi-faceted Evaluation, The Web Conference (WWW 2026).
2026 Reviewer, IJCAI 2026, ICML 2026, and ECCV 2026.

Experience

Jun 5, 2025 - present Research Intern, TIME Lab, Griffith University.
Feb 27, 2025 - Jun 30, 2025 Medical Data Analysis Intern, Cathay Holdings DDT, Taipei, Taiwan.
Dec 1, 2024 - Dec 31, 2025 National Science and Technology Council Project Assistant, National Taitung University.
Sep 10, 2022 - Jun 30, 2023 Teaching Assistant, Algorithm and Data Structure, National Taitung University.

Contact

Email: syuan-hao.li@griffithuni.edu.au