Chaoran Cheng

Selected Publications

1. 

   Equivariant Neural Operator Learning with Graphon Convolution

   Chaoran Cheng, and Jian Peng

   In Advances in Neural Information Processing Systems 37, NeurIPS 2023 (Spotlight) Oct 2023

   Bib

   @inproceedings{Cheng2023infgcn,
     title = {Equivariant Neural Operator Learning with Graphon Convolution},
     author = {Cheng, Chaoran and Peng, Jian},
     booktitle = {Advances in Neural Information Processing Systems 37, NeurIPS 2023 (Spotlight)},
     month = oct,
     year = {2023},
   }

2. 

   Orientation-Aware Graph Neural Networks for Protein Structure Representation Learning

   Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas Guibas, Jianzhu Ma, and Jian Peng

   ArXiv Oct 2022
3. 

   Equivariant Point Cloud Analysis via Learning Orientations for Message Passing

   Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, and Jianzhu Ma

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Jun 2022

   Bib HTML PDF Code

   @inproceedings{Luo2022CVPR,
     author = {Luo, Shitong and Li, Jiahan and Guan, Jiaqi and Su, Yufeng and Cheng, Chaoran and Peng, Jian and Ma, Jianzhu},
     title = {Equivariant Point Cloud Analysis via Learning Orientations for Message Passing},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     month = jun,
     year = {2022},
     pages = {18932-18941},
   }