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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
Education
- M.Sc. in Machine Leaning, 2023-Present
Carnegie Mellon University - B.Eng. in Communication Engineering, 2019-2023
Southern University of Science and Technology