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Ziang Chen
Ziang Chen
Department of Mathematics, Massachusetts Institute of Technology
Dirección de correo verificada de mit.edu - Página principal
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On representing linear programs by graph neural networks
Z Chen, J Liu, X Wang, J Lu, W Yin
The Eleventh International Conference on Learning Representations, 2023
492023
On the representation of solutions to elliptic pdes in barron spaces
Z Chen, J Lu, Y Lu
Advances in neural information processing systems 34, 6454-6465, 2021
402021
A Regularity Theory for Static Schrödinger Equations on d in Spectral Barron Spaces
Z Chen, J Lu, Y Lu, S Zhou
SIAM Journal on Mathematical Analysis 55 (1), 557-570, 2023
172023
Tensor ring decomposition: optimization landscape and one-loop convergence of alternating least squares
Z Chen, Y Li, J Lu
SIAM Journal on Matrix Analysis and Applications 41 (3), 1416-1442, 2020
162020
On the convergence of Sobolev gradient flow for the Gross–Pitaevskii eigenvalue problem
Z Chen, J Lu, Y Lu, X Zhang
SIAM Journal on Numerical Analysis 62 (2), 667-691, 2024
112024
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
E Chien, H Wang, Z Chen, P Li
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
11*2024
On the global convergence of randomized coordinate gradient descent for nonconvex optimization
Z Chen, Y Li, J Lu
SIAM Journal on Optimization 33 (2), 713-738, 2023
112023
Certified Machine Unlearning via Noisy Stochastic Gradient Descent
E Chien, HP Wang, Z Chen, P Li
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
7*2024
Fully discretized Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem
Z Chen, J Lu, Y Lu, X Zhang
arXiv preprint arXiv:2403.06028, 2024
52024
A trust-region method for nonsmooth nonconvex optimization
Z Chen, A Milzarek, Z Wen
Journal of Computational Mathematics 41 (4), 683-716, 2023
52023
Representation theorem for multivariable totally symmetric functions
C Chen, Z Chen, J Lu
Communications in Mathematical Sciences 22 (5), 1195-1201, 2024
42024
Efficient Algorithms for Sum-of-Minimum Optimization
L Ding, Z Chen, X Wang, W Yin
International Conference on Machine Learning, 2024
42024
Exact and efficient representation of totally anti-symmetric functions
Z Chen, J Lu
arXiv preprint arXiv:2311.05064, 2023
32023
One-dimensional tensor network recovery
Z Chen, J Lu, A Zhang
SIAM Journal on Matrix Analysis and Applications 45 (3), 1217-1244, 2024
22024
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
Z Chen, X Chen, J Liu, X Wang, W Yin
arXiv preprint arXiv:2406.05938, 2024
22024
Rethinking the capacity of graph neural networks for branching strategy
Z Chen, J Liu, X Chen, X Wang, W Yin
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
22024
Mathematical Analysis of High-Dimensional Algorithms and Models
Z Chen
Duke University, 2023
12023
On the Expressive Power of Subgraph Graph Neural Networks for Graphs with Bounded Cycles
Z Chen, Q Zhang, R Wang
arXiv preprint arXiv:2502.03703, 2025
2025
Residual connections provably mitigate oversmoothing in graph neural networks
Z Chen, Z Lin, S Chen, Y Polyanskiy, P Rigollet
arXiv preprint arXiv:2501.00762, 2025
2025
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
Z Chen, R Ge
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
2024
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20