Kernel Treelets. - Hedi Xia; Héctor D. Ceniceros (Adv. Data Sci. Adapt. Anal., 2019)

Heavy Ball Neural Ordinary Differential Equations. - Hedi Xia; Vai Suliafu; Hangjie Ji; Tan M. Nguyen; Andrea L. Bertozzi; Stanley J. Osher; Bao Wang 001 (NeurIPS, 2021)

How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies. - Bao Wang 001; Hedi Xia; Tan M. Nguyen; Stanley J. Osher (CoRR, 2021)

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 001 (ICLR, 2022)

Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs. - Justin M. Baker; Hedi Xia; Yiwei Wang; Elena Cherkaev; Akil Narayan 001; Long Chen; Jack Xin; Andrea L. Bertozzi; Stanley J. Osher; Bao Wang 001 (CoRR, 2022)

Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at Pinterest. - Zhibo Fan; Hongtao Lin; Haoyu Chen; Bowen Deng; Hedi Xia; Yuke Yan; James Li (CoRR, 2025)