Yiquan Li

I'm a senior CS major undergraduate at UW, Madison. Before that, I was a CS major undergraduate student at Hong Kong Polytechnic University.

I'm fortunate to be supervised by Prof. Yin Li, Prof. Chaowei Xiao at UW, Madison. I also have the pleasure of collaborating with Yiming Li from New York University and Prof. Xiaolong Wang from UC, San Diego. And I was under the supervision of Prof. Bin Xiao at Hong Kong Polytechnic University.

Email  /  Scholar  /  Github

Research

I am interested in building autonomous models to interact with the physical world and creating interactive systems that enhance daily human life. I am also passionate about trustworthy machine learning and developing reliable systems for human beings.

A flexible framework for adapting pre-trained Video LLMs to downstream tasks with side-channel signals, such as audio, 3D cues, or multi-view videos

A one-step denoising purficiation method leveraging consistency models.

Defending jaibreak attack through backdoor alignment.

A new 3D reconstruction method using low-cost single-photon cameras

A 3D point cloud adversarial attack for face recognization model by structural light.

Awards

Thanks to Jon Barron who created the website.