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2012.03363
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Spatio-Temporal Graph Scattering Transform
International Conference on Learning Representations (ICLR), 2020
6 December 2020
Chao Pan
Siheng Chen
Antonio Ortega
AI4TS
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Papers citing
"Spatio-Temporal Graph Scattering Transform"
17 / 17 papers shown
Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting
Xinlong Zhao
Lingling Zhang
Tianbo Zou
Yan Zhang
AI4TS
417
0
0
01 May 2025
InfoGain Wavelets: Furthering the Design of Graph Diffusion Wavelets
David R. Johnson
Smita Krishnaswamy
Michael Perlmutter
DiffM
415
0
0
08 Apr 2025
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm
Transportation Research Part C: Emerging Technologies (TRC), 2025
Yihang Lu
Mahwish Yousaf
Xianwei Meng
Enhong Chen
355
0
0
29 Mar 2025
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
Anson Bastos
Kuldeep Singh
Abhishek Nadgeri
Manish Singh
Toyotaro Suzumura
188
2
0
25 Feb 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Charles Xu
Laney Goldman
Valentina Guo
Benjamin Hollander-Bodie
Maedee Trank-Greene
Ian M. Adelstein
E. Brouwer
Rex Ying
Smita Krishnaswamy
Michael Perlmutter
197
4
0
26 Oct 2023
Graph Neural Network for spatiotemporal data: methods and applications
Yun Li
Dazhou Yu
Zhenke Liu
Minxing Zhang
Xi Gong
Bo Pan
AI4TS
AI4CE
327
25
0
30 May 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding
Knowledge-Based Systems (KBS), 2023
Jokin Labaien
T. Idé
Pin-Yu Chen
E. Zugasti
Xabier De Carlos
234
4
0
26 May 2023
Graph Scattering beyond Wavelet Shackles
Neural Information Processing Systems (NeurIPS), 2023
Christian Koke
Gitta Kutyniok
200
9
0
26 Jan 2023
Unlearning Graph Classifiers with Limited Data Resources
The Web Conference (WWW), 2022
Chao Pan
Eli Chien
O. Milenkovic
MU
294
41
0
06 Nov 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction
European Conference on Computer Vision (ECCV), 2022
Maosen Li
Siheng Chen
Zijing Zhang
Lingxi Xie
Qi Tian
Ya Zhang
3DH
295
74
0
31 Jul 2022
Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Mohammad Sabbaqi
Elvin Isufi
GNN
AI4TS
254
27
0
30 Jun 2022
The Manifold Scattering Transform for High-Dimensional Point Cloud Data
Joyce A. Chew
H. Steach
Siddharth Viswanath
Hau‐Tieng Wu
M. Hirn
Deanna Needell
Smita Krishnaswamy
Michael Perlmutter
3DPC
293
15
0
21 Jun 2022
Certified Graph Unlearning
Eli Chien
Chao Pan
O. Milenkovic
MU
405
55
0
18 Jun 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2022
Lipeng Ke
Kuan-Chuan Peng
Siwei Lyu
3DPC
259
43
0
04 Feb 2022
Spatio-Temporal Graph Complementary Scattering Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Angelo Feraudo
Siheng Chen
Ya Zhang
211
4
0
23 Oct 2021
Space-Time Graph Neural Networks
Samar Hadou
Charilaos I. Kanatsoulis
Alejandro Ribeiro
AI4TS
222
20
0
06 Oct 2021
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zonghan Wu
Da Zheng
Shirui Pan
Quan Gan
Guodong Long
George Karypis
AI4TS
261
42
0
25 Aug 2021
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