profile

Kai Ye

M.Phil, Computer & Information Engineering

The Chinese University of Hong Kong, Shenzhen

Email: kaiye1@link.cuhk.edu.cn

About

I am an M.Phil student at The Chinese University of Hong Kong, Shenzhen. My research focuses on the intersection of embodied intelligence and computer vision, including dexterous manipulation and generation model. My goal is to enable everyone to have an independent robot to collaborate with, create, and live together.

Education

The Chinese University of Hong Kong, Shenzhen
M.Phil, Computer & Information Engineering
  • Supervisor: Prof. Rui Huang
  • Research Assistant, Shenzhen Institute of Artificial Intelligence and Robotics (Jun. 2024 – Present)
Lanzhou University
B.S., Computer Science & Technology

Publications

Gen2Real

Gen2Real: Towards Demo-Free Dexterous Manipulation by Harnessing Generated Video

Kai Ye*, Yuhang Wu*, Shuyuan Hu, Junliang Li, Meng Liu, Yongquan Chen, Rui Huang

arXiv:2509.14178. Submitted to ICRA 2026.

paper

Grasp What You Want

Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice

Junliang Li*, Kai Ye*, Haolan Kang, Mingxuan Liang, Yuhang Wu, Zhenhua Liu, Huiping Zhuang, Rui Huang, Yongquan Chen

arXiv:2412.10694. Major revision at Journal of Field Robotics (JFR).

paper

FU-Dual

FU-Dual: Federated Unlearning via Dual Distillation

Chengyang Dong*, Hokit Fung*, Kai Ye*, Xinyang Liu, Rui Huang, Adela S.M. Lau, Guosheng Yin, Bo Liu

Submitted to CVPR 2026.

H-LTL

LLM-Grounded Dynamic Task Planning with Hierarchical Temporal Logic for Human-Aware Multi-Robot Collaboration

Shuyuan Hu*, Tao Lin*, Kai Ye, Yang YangTianwei Zhang

Submitted to RA-L.

Independent Encoder

Independent Encoder for Deep Hierarchical Unsupervised Image-to-Image Translation

Kai Ye, Yinru Ye, Minqiang Yang, Bin Hu

arXiv:2107.02494.

paper

Retinal Vessel Segmentation Journal

Retinal Vessel Segmentation in Medical Diagnosis using Multi-scale Attention Generative Adversarial Networks

Minqiang Yang, Yinru Ye, Kai Ye, Wei Zhou, Xiping Hu, Bin Hu

Journal of Mobile Networks and Applications.

paper

Eyeglasses Try-On Patent

A kind of Eyeglasses Try-On System

Bin Hu, Minqiang Yang, Kai Ye, Yiqi Huang, Yinru Ye, Haoqiu Yan

National Invention Patent CN112418138B.

Software Copyright

Lottery system for the right to use underground parking spaces

Kai Ye

Software Copyright.

Work Experience

YITU Technology, Shanghai
Algorithm Engineer — Autonomous Driving
  • Trajectory Prediction: Developed network architecture optimization and loss function design approaches; achieved 10% improvement over baseline and resolved 44.05% real-world road-test issues
  • Mapless Driving: Data engineering for road-network structure prediction; studied data diversity/density impacts

Projects Experience

Dexterous Grasping System
Voice-Controlled Dexterous Grasping System

Featured on CCTV during the 2024 China International Hi-Tech Fair

Online Class Platform
Online Class Auto-Directing System

Automatic camera switching for online classes through behavior analysis of professors and students.

https://gitee.com/elvinyk/class_platform

CVPR 2024 Competition
CVPR 2024 Autonomous Driving Competition

Participated on behalf of the laboratory and achieved 5th place out of 64 teams in the Multi-View 3D Visual Grounding track.

https://opendrivelab.com/challenge2024

Eye tracker system
Eye tracker host system

Desktop system for synchronized eye-movement and facial-expression acquisition

MODMA Dataset
MODMA dataset website

Website for a multimodal emotion dataset.

http://modma.lzu.edu.cn/