Zhenmei Shi

According to our database, Zhenmei Shi authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning.

Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Fangzhou Mu, Yin Li, Yingyu Liang

CoRR, 2024

Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic.

Jiuxiang Gu, Chenyang Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Tianyi Zhou

CoRR, 2024

2023

A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning.

Yiyou Sun, Zhenmei Shi, Yixuan Li

CoRR, 2023

Domain Generalization via Nuclear Norm Regularization.

Zhenmei Shi, Yifei Ming, Ying Fan, Frederic Sala, Yingyu Liang

CoRR, 2023

A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning.

Yiyou Sun, Zhenmei Shi, Yixuan Li

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

Provable Guarantees for Neural Networks via Gradient Feature Learning.

Zhenmei Shi, Junyi Wei, Yingyu Liang

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

When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis.

Yiyou Sun, Zhenmei Shi, Yingyu Liang, Yixuan Li

Proceedings of the International Conference on Machine Learning, 2023

The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning.

Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Attentive Walk-Aggregating Graph Neural Networks.

Mehmet Furkan Demirel, Shengchao Liu, Siddhant Garg, Zhenmei Shi, Yingyu Liang

Trans. Mach. Learn. Res., 2022

Deep Online Fused Video Stabilization.

Zhenmei Shi, Fuhao Shi, Wei-Sheng Lai, Chia-Kai Liang, Yingyu Liang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features.

Zhenmei Shi, Junyi Wei, Yingyu Liang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2019

SF-Net: Structured Feature Network for Continuous Sign Language Recognition.

Zhaoyang Yang, Zhenmei Shi, Xiaoyong Shen, Yu-Wing Tai

CoRR, 2019

DAWN: Dual Augmented Memory Network for Unsupervised Video Object Tracking.

Zhenmei Shi, Haoyang Fang, Yu-Wing Tai, Chi-Keung Tang

CoRR, 2019