Hedi Xia

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Biological Systems

Genetic Regulatory Networks

Top Venues

Adv. Data Sci. Adapt. Anal.

Publications

Matthew Thorpe, Tan Minh Nguyen, Hedi Xia, Thomas Strohmer, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang
GRAND++: Graph Neural Diffusion with A Source Term. ICLR (2022)
Justin Baker, Hedi Xia, Yiwei Wang, Elena Cherkaev, Akil Narayan, Long Chen, Jack Xin, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang
Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs. CoRR (2022)
Hedi Xia, Vai Suliafu, Hangjie Ji, Tan M. Nguyen, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang
Heavy Ball Neural Ordinary Differential Equations. NeurIPS (2021)
Bao Wang, Hedi Xia, Tan M. Nguyen, Stanley J. Osher
How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies. CoRR (2021)
Hedi Xia, Vai Suliafu, Hangjie Ji, Tan M. Nguyen, Andrea L. Bertozzi, Stanley J. Osher, Bao Wang
Heavy Ball Neural Ordinary Differential Equations. CoRR (2021)
Hedi Xia, Héctor D. Ceniceros
Kernel Treelets. Adv. Data Sci. Adapt. Anal. 11 (3-4) (2019)
Hedi Xia, Héctor D. Ceniceros
Kernel Treelets. CoRR (2018)