Lei Chen

13 papers A* 5Misc 1Journal 6Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Distributional Associations vs In-Context Reasoning: A Study of Feed-forward and Attention Layers. ICLR Lei Chen, Joan Bruna, Alberto Bietti
2024	J	`jnl`	How Truncating Weights Improves Reasoning in Language Models. CoRR Lei Chen, Joan Bruna, Alberto Bietti
2023	A*	`conf`	Beyond the Edge of Stability via Two-step Gradient Updates. ICML Lei Chen, Joan Bruna
2022	J	`jnl`	On Gradient Descent Convergence beyond the Edge of Stability. CoRR Lei Chen, Joan Bruna
2021	Misc	`conf`	Learning the Relevant Substructures for Tasks on Graph Data. ICASSP Lei Chen, Zhengdao Chen, Joan Bruna
2021	A*	`conf`	On Graph Neural Networks versus Graph-Augmented MLPs. ICLR Lei Chen, Zhengdao Chen, Joan Bruna
2020	A*	`conf`	Can Graph Neural Networks Count Substructures? NeurIPS Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna
2020	J	`jnl`	Can graph neural networks count substructures? CoRR Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna
2020	J	`jnl`	On Graph Neural Networks versus Graph-Augmented MLPs. CoRR Lei Chen, Zhengdao Chen, Joan Bruna
2019	A*	`conf`	On the equivalence between graph isomorphism testing and function approximation with GNNs. NeurIPS Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna
2019	J	`jnl`	On the equivalence between graph isomorphism testing and function approximation with GNNs. CoRR Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna
2019	—	`conf`	SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. ICCV Workshops Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou
2019	J	`jnl`	SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator. CoRR Shunwang Gong, Lei Chen, Michael M. Bronstein, Stefanos Zafeiriou