I’m Ce Zhang and I’m currently pursuing my Master’s degree in Machine Learning at CMU and looking forward to graduating in December 2024. Before this, I earned my B.Eng. in Communication Engineering from Southern University of Science and Technology (SUSTech). My current research interest lie in vision-language models and scene understanding.

Visit the personal homepage for more information: https://zhangce01.github.io/

Research Interests

• Computer Vision
• Machine Learning

Personal Honors

• Top 10 Summa Cum Laude Graduates, Southern University of Science and Technology, June 2023
• National Scholarship, Ministry of Education of the People’s Republic of China, Novermber 2022

Paper

• HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
  Ce Zhang, Simon Stepputtis, Joseph Campbell, Katia Sycara, Yaqi Xie
  NeurIPS 2023 New Frontiers in Graph Learning Workshop.
  Submitted to CVPR 2024
• Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems
  Ce Zhang, Kailiang Wu, Zhihai He
  IEEE Transactions on Artificial Intelligence, 2023;
  Also at First Workshop on Out-of-Distribution Generalization in Robotics at CoRL 2023.
• BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning
  Yi Zhang*, Ce Zhang*, Zihan Liao, Yushun Tang, Zhihai He (*Equal contribution)
  British Machine Vision Conference (BMVC), 2023.
  
• Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
  Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  
• Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation
  Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  
• Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation
  Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He
  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
  
• Unsupervised Prototype Adapter for Vision-Languange Models
  Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He
  Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023.
  

Graduation Destination

• M.Sc. in Machine Learning program, Carnegie Mellon University