Yunwei Ren

According to our database, Yunwei Ren authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining.

Yunwei Ren, Yatin Dandi, Florent Krzakala, Jason D. Lee

CoRR, January, 2026

2025

Emergence and scaling laws in SGD learning of shallow neural networks.

Yunwei Ren, Eshaan Nichani, Denny Wu, Jason D. Lee

CoRR, April, 2025

Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis.

Yunwei Ren, Jason D. Lee

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Learning and Transferring Sparse Contextual Bigrams with Linear Transformers.

Yunwei Ren, Zixuan Wang, Jason D. Lee

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

On the Importance of Contrastive Loss in Multimodal Learning.

Yunwei Ren, Yuanzhi Li

CoRR, 2023

Depth Separation with Multilayer Mean-Field Networks.

Yunwei Ren, Mo Zhou, Rong Ge

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Understanding Deflation Process in Over-parametrized Tensor Decomposition.

Rong Ge, Yunwei Ren, Xiang Wang, Mo Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021