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Hedi Xia
Hedi Xia
Verified email at math.ucla.edu - Homepage
Title
Cited by
Cited by
Year
GRAND++: Graph neural diffusion with a source term
M Thorpe, TM Nguyen, H Xia, T Strohmer, A Bertozzi, S Osher, B Wang
International Conference on Learning Representation (ICLR), 2022
592022
Heavy Ball Neural Ordinary Differential Equations
H Xia, V Suliafu, H Ji, TM Nguyen, AL Bertozzi, SJ Osher, B Wang
Advances in Neural Information Processing Systems, 2021, 2021
522021
How does momentum benefit deep neural networks architecture design? a few case studies
B Wang, H Xia, T Nguyen, S Osher
Research in the Mathematical Sciences 9 (3), 57, 2022
52022
Proximal implicit ODE solvers for accelerating learning neural ODEs
J Baker, H Xia, Y Wang, E Cherkaev, A Narayan, L Chen, J Xin, ...
arXiv preprint arXiv:2204.08621, 2022
32022
Towards Faster and More Accurate Neural ODEs
H Xia
University of California, Los Angeles, 2023
2023
Kernel Treelets
H Xia, HD Ceniceros
Advances in Data Science and Adaptive Analysis 11 (03n04), 1950006, 2019
2019
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Articles 1–6