Cheng Shi

Cheng Shi (石骋)

PhD Student

Department of Computer Science
The University of Hong Kong

Email: shicheng2025 [at] connect [dot] hku [dot] hk

GitHub | Google Scholar

Biography

I am currently a first-year Ph.D. student at Department of Computer Science, The University of Hong Kong, where I have the privilege of being supervised by Prof. Yizhou Yu (ACM/IEEE Fellow). Previously, I obtained my Master's degree from ShanghaiTech University in 2024, where I was advised by Prof. Sibei Yang, and my Bachelor's degree from ShanghaiTech University in 2022.

My research interests lie at the intersection of computer vision, natural language processing, and multimodal AI. My current research focuses on open-world visual perception and vision foundation models.

News

Sep 2025 3 papers accepted by NeurIPS 2025.
Jul 2025 1 paper accepted by ICCV 2025.
Feb 2025 1 paper accepted by CVPR 2025.
Nov 2024 Awarded National Scholarship.
Jul 2024 2 papers accepted by ECCV 2024.
Nov 2023 Awarded National Scholarship.

Education

Ph.D
The University of Hong Kong, Hong Kong, China
2025.09 - now
Master & Bachelor
ShanghaiTech University, Shanghai, China
Outstanding Graduate of Shanghai / Outstanding Graduate of ShanghaiTech University
2018.09 - 2025.06

Selected Publications

* denotes equal contribution and † corresponding author

Vision Transformer Needs More Than Register
In submission, 2025
Cheng Shi and Sibei Yang†
 
Vision Function Layer in Multimodal LLMs
NeurIPS 2025
Cheng Shi, Yizhou Yu and Sibei Yang
 
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video
NeurIPS 2025
Yulin Zhang, Cheng Shi, Yang Wang and Sibei Yang†
 
Part2Object
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation
ECCV 2024
Cheng Shi*, Yuling Zhang*, Bin Yang, Jiajin Tang, Yuexin Ma and Sibei Yang†
 
Plain-DNet
Plain-DNet: A Plain Multi-Dataset Object Detector
ECCV 2024
Cheng Shi*, Yuchen Zhu* and Sibei Yang†
 
Zip-Your-CLIP
Zip-Your-CLIP: CLIP Itself is a Good Object-detector
ICLR 2024
Cheng Shi and Sibei Yang†