Lei Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Substructure Discovery

Top Venues

Publications

Lei Chen, Joan Bruna, Alberto Bietti
How Truncating Weights Improves Reasoning in Language Models. CoRR (2024)
Lei Chen, Joan Bruna
Beyond the Edge of Stability via Two-step Gradient Updates. ICML (2023)
Lei Chen, Joan Bruna
On Gradient Descent Convergence beyond the Edge of Stability. CoRR (2022)
Lei Chen, Zhengdao Chen, Joan Bruna
On Graph Neural Networks versus Graph-Augmented MLPs. ICLR (2021)
Lei Chen, Zhengdao Chen, Joan Bruna
Learning the Relevant Substructures for Tasks on Graph Data. ICASSP (2021)
Lei Chen, Zhengdao Chen, Joan Bruna
On Graph Neural Networks versus Graph-Augmented MLPs. CoRR (2020)
Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna
Can graph neural networks count substructures? CoRR (2020)
Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna
Can Graph Neural Networks Count Substructures? NeurIPS (2020)
Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna
On the equivalence between graph isomorphism testing and function approximation with GNNs. CoRR (2019)
Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna
On the equivalence between graph isomorphism testing and function approximation with GNNs. NeurIPS (2019)
Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. ICCV Workshops (2019)
Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. CoRR (2019)