15 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 15 cited
Heavy Ball Neural Ordinary Differential Equations
Hedi Xia, Vai Suliafu, Hangjie Ji +4
We propose heavy ball neural ordinary differential equations (HBNODEs), leveraging the continuous limit of the classical momentum accelerated gradient descent, to improve neural OD…
cs.LG2021★ 5 cited
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention
Tan M. Nguyen, Vai Suliafu, Stanley J. Osher +2
We propose FMMformers, a class of efficient and flexible transformers inspired by the celebrated fast multipole method (FMM) for accelerating interacting particle simulation. FMM d…