activity
20152026
most citedTopologyNet: Topology based deep convolutional neural networks for biomolecular property predictions

361 citations · 786 across the 19 of their papers we have counts for

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2 papers · 1 filter

math.OC2024

Synchronized Optimal Transport for Joint Modeling of Dynamics Across Multiple Spaces

Zixuan Cang, Yanxiang Zhao

Optimal transport has been an essential tool for reconstructing dynamics from complex data. With the increasingly available multifaceted data, a system can often be characterized a…

math.OC2024

Supervised Gromov-Wasserstein Optimal Transport

Zixuan Cang, Yaqi Wu, Yanxiang Zhao

We introduce the supervised Gromov-Wasserstein (sGW) optimal transport, an extension of Gromov-Wasserstein by incorporating potential infinity patterns in the cost tensor. sGW enab…