I will be joining Princeton University as a Ph.D. student this fall.
I recently obtained M.S. in Machine Learning from Carnegie Mellon University. Before going to CMU, I received B.S. in Computer Science from Shanghai Jiao Tong University in 2021, and I was a member of the ACM Honors Class.
Email: yunwei DOT ren AT princeton DOT edu
I am broadly interested in the optimization-related aspects of Deep Learning Theory.
(alpha-beta) indicates alphabetical ordering
On the Importance of Contrastive Loss in Multimodal Learning.
Yunwei Ren, Yuanzhi Li.
Depth-Separation with Multilayer Mean-Field Networks. [Slides]
Yunwei Ren, Mo Zhou, Rong Ge.
International Conference on Learning Representations (ICLR), 2023. (Spotlight)
Understanding Deflation Process in Over-parametrized Tensor Decomposition.
(alpha-beta) Rong Ge, Yunwei Ren, Xiang Wang, Mo Zhou.
Conference on Neural Information Processing Systems (NeurIPS), 2021.