25 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 25 cited
A Universal Framework for Accurate and Efficient Geometric Deep Learning of Molecular Systems
Shuo Zhang, Yang Liu, Lei Xie
Molecular sciences address a wide range of problems involving molecules of different types and sizes and their complexes. Recently, geometric deep learning, especially Graph Neural…
cs.DS2023
Improved Deterministic Streaming Algorithms for Non-monotone Submodular Maximization
Xiaoming Sun, Jialin Zhang, Shuo Zhang
Submodular maximization is one of the central topics in combinatorial optimization. It has found numerous applications in the real world. Streaming algorithms for submodule maximiz…
math.NA2022
A primal finite element scheme of the Hodge Laplace problem
Shuo Zhang
In this paper, a unified family, for any and , of nonconforming finite element schemes are presented for the primal weak formulation of th…