| Supervised Community Detection with Line Graph Neural Networks Z Chen, LX Li, J Bruna 7th International Conference on Learning Representations (ICLR 2019), 2019 | 477 | 2019 |
| Can Graph Neural Networks Count Substructures? Z Chen, L Chen, S Villar, J Bruna 34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020 | 456 | 2020 |
| On the Equivalence between Graph Isomorphism Testing and Function Approximation with GNNs Z Chen, S Villar, L Chen, J Bruna 33rd Conference on Neural Information Processing Systems (NeurIPS 2019 …, 2019 | 373 | 2019 |
| Multimodal surface matching with higher-order smoothness constraints EC Robinson, K Garcia, MF Glasser, Z Chen, TS Coalson, A Makropoulos, ... Neuroimage 167, 453-465, 2018 | 337 | 2018 |
| Symplectic Recurrent Neural Networks Z Chen, J Zhang, M Arjovsky, L Bottou 8th International Conference on Learning Representations (ICLR 2020), 2020 | 327 | 2020 |
| A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks X Wu, Z Chen, W Wang, A Jadbabaie 11th International Conference on Learning Representations (ICLR 2023), 2022 | 75 | 2022 |
| On Graph Neural Networks versus Graph-Augmented MLPs L Chen, Z Chen, J Bruna 9th International Conference on Learning Representations (ICLR 2021), 2021 | 69 | 2021 |
| Statistical learning and spelling: Older prephonological spellers produce more wordlike spellings than younger prephonological spellers R Treiman, B Kessler, K Boland, H Clocksin, Z Chen Child Development 89 (4), e431-e443, 2018 | 47 | 2018 |
| Engaging and disengaging recurrent inhibition coincides with sensing and unsensing of a sensory stimulus D Saha, W Sun, C Li, S Nizampatnam, W Padovano, Z Chen, A Chen, ... Nature Communications 8 (1), 1-19, 2017 | 46 | 2017 |
| A Dynamical Central Limit Theorem for Shallow Neural Networks Z Chen, G Rotskoff, J Bruna, E Vanden-Eijnden 34th Conference on Neural information processing systems (NeurIPS 2020), 2020 | 43 | 2020 |
| Structure-Preserving Numerical Integrators for Hodgkin-Huxley-Type Systems Z Chen, B Raman, A Stern SIAM Journal on Scientific Computing 42 (1), B273-B298, 2020 | 32 | 2020 |
| On Feature Learning in Neural Networks with Global Convergence Guarantees Z Chen, E Vanden-Eijnden, J Bruna 10th International Conference on Learning Representations (ICLR 2022), 2022 | 24 | 2022 |
| Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space Z Chen Journal of Machine Learning Research 25 (109), 1-65, 2024 | 8 | 2024 |
| A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer Neural Networks Z Chen, E Vanden-Eijnden, J Bruna arXiv preprint, 2022 | 8 | 2022 |
| Multi-Layer Neural Networks as Trainable Ladders of Hilbert Spaces Z Chen 40th International Conference on Machine Learning (ICML 2023), 2023 | 6 | 2023 |
| On the Interpolation Effect of Score Smoothing Z Chen arXiv preprint arXiv:2502.19499, 2025 | 5 | 2025 |
| Learning the Relevant Substructures for Tasks on Graph Data L Chen, Z Chen, J Bruna IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 3 | 2021 |
| Semantic Routing via Autoregressive Modeling E Zhao, P Awasthi, Z Chen, S Gollapudi, D Delling 38th Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 1 | 2024 |
