Zhengdao Chen

According to our database1, Zhengdao Chen authored at least 15 papers between 2018 and 2023.

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

Timeline

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Bibliography

2023
Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space.
CoRR, 2023

Multi-Layer Neural Networks as Trainable Ladders of Hilbert Spaces.
Proceedings of the International Conference on Machine Learning, 2023

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks.
CoRR, 2022

A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer Neural Networks.
CoRR, 2022

On feature learning in neural networks with global convergence guarantees.
Proceedings of the Tenth International Conference on Learning Representations, 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
Structure-Preserving Numerical Integrators for Hodgkin-Huxley-Type Systems.
SIAM J. Sci. Comput., 2020

A Dynamical Central Limit Theorem for Shallow Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 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

Symplectic Recurrent Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 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

Supervised Community Detection with Line Graph Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Multimodal surface matching with higher-order smoothness constraints.
NeuroImage, 2018


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