Build what works. Aim for what matters.

Hi there 👋

I'm Yifu Tian. I go by Joseph. I'm now working at Shanghai Jiao Tong University as a visiting student under the supervision of Prof. Tong Qin. I will join George Washington University in Fall 2026 as a Ph.D. student under the supervision of Prof. Chuchu Chen.

I received my B.Eng. in Electrical Computer Engineering from The Chinese University of Hong Kong in 2025.

Previously:

Email / Bilibili

profile photo Yifu (Joseph) Tian
Visiting Student@ SJTU
Incoming PhD student@ GWU
Email: josepht@gwmail.gwu.edu
News
Publications
Topological Motion Planning Diffusion: Generative Tangle-Free Path Planning for Tethered Robots in Obstacle-Rich Environments
Yifu Tian, Xinhang Xu, Thien-Minh Nguyen, Muqing Cao
IEEE International Conference on Robotics and Automation (ICRA), 2026(Under Review)
Paper / Video / Code /
In extreme environments, tethered robots require continuous navigation while avoiding cable entanglement. Traditional planners struggle in these lifelong planning scenarios due to topological unawareness, while topology-augmented graphsearch methods face computational bottlenecks in obstaclerich environments where the number of candidate topological classes increases. To address these challenges, we propose Topological Motion Planning Diffusion (TMPD), a novel generative planning framework that integrates lifelong topological memory. Benchmarking in obstacle-rich simulated environments demonstrates that TMPD achieves a collision-free reach of 100% and a tangle-free rate of 97.0%, outperforming traditional topological search and purely kinematic diffusion baselines in both geometric smoothness and computational efficiency. Simulation with AGX-Dynamics for unity further validates the practicality of the proposed approach.
Education
Open Service

I also upload videos about my research on Bilibili. My goal is to record my academic growth. Feel free to watch here.

MISC