Xiang Wang

According to our database, Xiang Wang authored at least 13 papers between 2016 and 2023.

Collaborative distances:

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

2023

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

Muthu Chidambaram, Xiang Wang, Chenwei Wu, Rong Ge

Proceedings of the International Conference on Machine Learning, 2023

Plateau in Monotonic Linear Interpolation - A "Biased" View of Loss Landscape for Deep Networks.

Xiang Wang, Annie N. Wang, Mo Zhou, Rong Ge

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Understanding Edge-of-Stability Training Dynamics with a Minimalist Example.

Xingyu Zhu, Zixuan Wang, Xiang Wang, Mo Zhou, Rong Ge

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Towards Demystifying Representation Learning with Non-contrastive Self-supervision.

Xiang Wang, Xinlei Chen, Simon S. Du, Yuandong Tian

CoRR, 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

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

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

2019

Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets.

Rohith Kuditipudi, Xiang Wang, Holden Lee, Yi Zhang, Zhiyuan Li, Wei Hu, Rong Ge, Sanjeev Arora

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Two-layer Neural Networks with Symmetric Inputs.

Rong Ge, Rohith Kuditipudi, Zhize Li, Xiang Wang

Proceedings of the 7th International Conference on Learning Representations, 2019

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization.

Rong Ge, Zhize Li, Weiyao Wang, Xiang Wang

Proceedings of the Conference on Learning Theory, 2019

2018

Efficient Auctions with Identity-Dependent Negative Externalities.

Chaoli Zhang, Xiang Wang, Fan Wu, Xiaohui Bei

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016

Strategy-Proof Data Auctions with Negative Externalities: (Extended Abstract).

Xiang Wang, Zhenzhe Zheng, Fan Wu, Xiaoju Dong, Shaojie Tang, Guihai Chen

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016