Aotian Zheng

About Me

I am a fifth-year PhD student in the Department of Electrical and Computer Engineering at the University of Washington. I am advised by Prof. Jenq-Neng Hwang as a member of the Information Processing Lab (IPL). My research interests include deep learning and computer vision. Previously, I received a BS degree and an MS degree in Electrical Engineering at the University of Washington.

Publications

A. Zheng, J.-N. Hwang, R. Hussein, F. Wallace, K. Magrane, and L. Shiosaka, "Target Distribution Agnostic Domain Adaptation for in-the-Wild Image Classification under Both Domain and Label Shifts," IEEE International Conference on Multimedia and Expo (ICME), 2025, pp. 1–6. [Paper]

A. Zheng, J.-N. Hwang, Y. Liu, Q. Li, B. Barnett, F. Wallace, I. Benson, and T. Helser, "Automatic Fish Age Prediction using Deep Machine Learning: Combining Otolith Image, NIR Spectra, and Metadata Features," Winter Conference on Applications of Computer Vision (WACV) Workshops, 2025, pp. 1512–1519. [Paper]

A. Zheng, J. Mei, F. Wallace, C. Rose, R. Hussein, and J.-N. Hwang, "Progressive Mixup Augmented Teacher-Student Learning for Unsupervised Domain Adaptation," IEEE International Conference on Image Processing (ICIP), 2023, pp. 3030–3034. [Paper]

Y. Zhang, A. Zheng, K. Han, Y. Wang, and J.-N. Hwang, "Vehicle 3D Localization in Road Scenes via a Monocular Moving Camera," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 2390–2394. [Paper]

G. Wang, X. Yuan, A. Zheng, H. M. Hsu, and J.-N. Hwang, "Anomaly Candidate Identification and Starting Time Estimation of Vehicles from Traffic Videos," CVPR Workshops, 2019, pp. 382–390. [Paper]

Z. Tang, G. Wang, H. Xiao, A. Zheng, and J.-N. Hwang, "Single-Camera and Inter-Camera Vehicle Tracking and 3D Speed Estimation Based on Fusion of Visual and Semantic Features," CVPR Workshops, 2018, pp. 108–115. [Paper]