CV

Education

• Ph.D in CV/ML, Marine Robotics group, Australian Centre for Robotics, University of Sydney, Supervised by Prof. Stefan B. Williams and Prof. Oscar Pizarro, 2020 - present
• M.S. in Information and Communication Engineering, Supervised by Assoc. Prof. Dongying Li, Shanghai Jiao Tong University, 2020
• B.S. in Electronic Science and Technology, Southeast University, 2017

Publications

Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Models

Ziting Wen, Oscar Pizarro, and Stefan B. Williams. "Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Models." Transactions on Machine Learning Research (2024).

Active self-semi-supervised learning for few labeled samples

Ziting Wen, Oscar Pizarro, and Stefan Williams. "Active self-semi-supervised learning for few labeled samples." Neurocomputing (2024): 128772.

NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage

Ziting Wen, Oscar Pizarro, and Stefan Williams. "NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage." arXiv preprint arXiv:2306.04099 (2023).

Honors and Awards

• Faculty of Engineering Career Advancement Award, University of Sydney
• Outstanding Graduate Award, Shanghai Jiao Tong University

Teaching

AMME 3500 System Dynamics and Control

Communication Basic Circuit and Experiment