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Siheng Chen — most-cited papers & profile · Graph Learning
← authors
·
overview
Siheng Chen
38
papers ·
37
citations ·
0
h-index
Harvard University · Shanghai Jiao Tong University · SAIC-GM (China) · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
Detecting Localized Categorical Attributes on Graphs
2016
Generalized Value Iteration Networks: Life Beyond Lattices
2017
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition
2019
Node Attribute Generation on Graphs
2019
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction
2020
Graph Cross Networks with Vertex Infomax Pooling
2020
Spatio-Temporal Graph Scattering Transform
2020
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network
2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction
2021
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs
2022
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning
2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning
2022
Unrolled Graph Learning for Multi-Agent Collaboration
2022
Learning Hypergraphs From Signals With Dual Smoothness Prior
2022
Hypergraph-MLP: Learning on Hypergraphs without Message Passing
2023
Top co-authors
Ya Zhang
· 8
Maosen Li
· 6
Yanfeng Wang
· 5
Bohan Tang
· 4
Xiaowen Dong
· 4
Ivor W. Tsang
· 3
Qi Tian
· 3
Chao Pan
· 2
Chenxin Xu
· 2
Jelena Kova\v{c}evi\'c
· 2
Xu Chen
· 2
Yangheng Zhao
· 2
Topics
cs.LG
Uncategorized
cs.AI
cs.CV
eess.SP
stat.ML
eess.IV
cs.MA
cs.SI
cs.RO