19 citations · 30 across the 10 of their papers we have counts for
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cond-mat.mtrl-sci2023★ 2 cited
Simplicial Message Passing for Chemical Property Prediction
Hai Lan, Xian Wei
Recently, message-passing Neural networks (MPNN) provide a promising tool for dealing with molecular graphs and have achieved remarkable success in facilitating the discovery and m…
cs.LG2023
Hyperbolic Graph Diffusion Model
Lingfeng Wen, Xuan Tang, Mingjie Ouyang +5
Diffusion generative models (DMs) have achieved promising results in image and graph generation. However, real-world graphs, such as social networks, molecular graphs, and traffic…