Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

On the Convergence of Optimizing Persistent-Homology-Based Losses


Jun 06, 2022
Yikai Zhang, Jiachen Yao, Yusu Wang, Chao Chen


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Weisfeiler-Lehman meets Gromov-Wasserstein


Feb 05, 2022
Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Generative Coarse-Graining of Molecular Conformations


Jan 28, 2022
Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli

* 23 pages, 11 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Neural Approximation of Extended Persistent Homology on Graphs


Jan 28, 2022
Zuoyu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Yusu Wang, Chao Chen


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Convergence of Invariant Graph Networks


Jan 25, 2022
Chen Cai, Yusu Wang

* 28 pages, 11 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph


Apr 12, 2021
Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang, WaiChing Sun


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Topology-Aware Segmentation Using Discrete Morse Theory


Mar 18, 2021
Xiaoling Hu, Yusu Wang, Li Fuxin, Dimitris Samaras, Chao Chen

* 19 pages, 11 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Graph Coarsening with Neural Networks


Feb 02, 2021
Chen Cai, Dingkang Wang, Yusu Wang

* International Conference on Learning Representations 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Note on Over-Smoothing for Graph Neural Networks


Jun 23, 2020
Chen Cai, Yusu Wang

* Appeared at ICML 2020 Graph Representation Learning workshop. https://grlplus.github.io/cfp/ 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Detection and skeletonization of single neurons and tracer injections using topological methods


Mar 20, 2020
Dingkang Wang, Lucas Magee, Bing-Xing Huo, Samik Banerjee, Xu Li, Jaikishan Jayakumar, Meng Kuan Lin, Keerthi Ram, Suyi Wang, Yusu Wang, Partha P. Mitra

* 20 pages (14 pages main-text and 6 pages supplementary information). 5 main-text figures. 5 supplementary figures. 2 supplementary tables 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>