Chenwei Wu

According to our database, Chenwei Wu authored at least 11 papers between 2018 and 2023.

Collaborative distances:

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

2023

Theoretical Understanding of Neural Network Optimization Landscape and Self-Supervised Representation Learning.

Chenwei Wu

PhD thesis, 2023

The Role of Linguistic Priors in Measuring Compositional Generalization of Vision-Language Models.

Chenwei Wu, Li Erran Li, Stefano Ermon, Patrick Haffner, Rong Ge, Zaiwei Zhang

CoRR, 2023

Connecting Pre-trained Language Model and Downstream Task via Properties of Representation.

Chenwei Wu, Holden Lee, Rong Ge

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hiding Data Helps: On the Benefits of Masking for Sparse Coding.

Muthu Chidambaram, Chenwei Wu, Yu Cheng, Rong Ge

Proceedings of the International Conference on Machine Learning, 2023

2022

Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup.

Muthu Chidambaram, Xiang Wang, Chenwei Wu, Rong Ge

CoRR, 2022

Towards Understanding the Data Dependency of Mixup-style Training.

Muthu Chidambaram, Xiang Wang, Yuzheng Hu, Chenwei Wu, Rong Ge

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Guarantees for Tuning the Step Size using a Learning-to-Learn Approach.

Xiang Wang, Shuai Yuan, Chenwei Wu, Rong Ge

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks.

Yikai Wu, Xingyu Zhu, Chenwei Wu, Annie N. Wang, Rong Ge

CoRR, 2020

Secure Data Sharing With Flow Model.

Chenwei Wu, Chenzhuang Du, Yang Yuan

CoRR, 2020

Beyond Lazy Training for Over-parameterized Tensor Decomposition.

Xiang Wang, Chenwei Wu, Jason D. Lee, Tengyu Ma, Rong Ge

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

No Spurious Local Minima in a Two Hidden Unit ReLU Network.

Chenwei Wu, Jiajun Luo, Jason D. Lee

Proceedings of the 6th International Conference on Learning Representations, 2018