Lei Chen

Affiliations:
  • New York University, NY, USA


According to our database1, Lei Chen authored at least 8 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
How Truncating Weights Improves Reasoning in Language Models.
CoRR, 2024

2023
Beyond the Edge of Stability via Two-step Gradient Updates.
Proceedings of the International Conference on Machine Learning, 2023

2022
On Gradient Descent Convergence beyond the Edge of Stability.
CoRR, 2022

2021
On Graph Neural Networks versus Graph-Augmented MLPs.
Proceedings of the 9th International Conference on Learning Representations, 2021

Learning the Relevant Substructures for Tasks on Graph Data.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Can Graph Neural Networks Count Substructures?
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
On the equivalence between graph isomorphism testing and function approximation with GNNs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


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