Hedi Xia

According to our database, Hedi Xia authored at least 5 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs.

Justin M. Baker, Hedi Xia, Yiwei Wang, Elena Cherkaev, Akil Narayan, Long Chen, Jack Xin, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang

CoRR, 2022

GRAND++: Graph Neural Diffusion with A Source Term.

Matthew Thorpe, Tan Minh Nguyen, Hedi Xia, Thomas Strohmer, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies.

Bao Wang, Hedi Xia, Tan M. Nguyen, Stanley J. Osher

CoRR, 2021

Heavy Ball Neural Ordinary Differential Equations.

Hedi Xia, Vai Suliafu, Hangjie Ji, Tan M. Nguyen, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Kernel Treelets.

Hedi Xia, Héctor D. Ceniceros

Adv. Data Sci. Adapt. Anal., 2019