Email: ysz at berkeley dot edu Google Scholar
Yuexiang Zhai is a PhD student in the EECS department at UC Berkeley advised by Prof. Yi Ma.
Analysis of the Optimization Landscapes for Overcomplete Representation Learning Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu [arxiv]
Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu International Conference on Learning Representations (ICLR), 2020 (Oral, 1.9% acceptance rate) [link]
Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness Yuexiang Zhai, Hermish Mehta, Zhengyuan Zhou, Yi Ma International Conference on Learning Representations (ICLR), 2020 [link]
A Fast Holistic Algorithmfor Complete Dictionary Learning via L4 Norm Maximization Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2019 (Best Student Paper Finalist) [link]
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma International Conference on Computer Vision (ICCV), 2019 (Oral, 4.3% acceptance rate) [arxiv]
Thanks Haozhi Qi for sharing this html template.