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2412.20321
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Hypergraph-Based Dynamic Graph Node Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
31 December 2024
Xiaoxu Ma
Chen Zhao
Minglai Shao
Yujie Lin
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Papers citing
"Hypergraph-Based Dynamic Graph Node Classification"
20 / 20 papers shown
MLDGG: Meta-Learning for Domain Generalization on Graphs
Knowledge Discovery and Data Mining (KDD), 2024
Q. Tian
Chen Zhao
Minglai Shao
Wenjun Wang
Yujie Lin
Dong Li
OOD
AI4CE
411
4
0
19 Nov 2024
MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning
BigData Congress [Services Society] (BSS), 2024
Haoliang Wang
Chen Zhao
Feng Chen
213
4
0
02 Nov 2024
GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Zhixia He
Chen Zhao
Minglai Shao
Yujie Lin
Dong Li
Q. Tian
DiffM
223
7
0
23 Oct 2024
Graphs Generalization under Distribution Shifts
Qin Tian
Wenjun Wang
Chen Zhao
Minglai Shao
Wang Zhang
Dong Li
OOD
286
2
0
25 Mar 2024
Supervised Algorithmic Fairness in Distribution Shifts: A Survey
Minglai Shao
Dong Li
Chen Zhao
Xintao Wu
Yujie Lin
Qin Tian
OOD
515
25
0
02 Feb 2024
ROLAND: Graph Learning Framework for Dynamic Graphs
Knowledge Discovery and Data Mining (KDD), 2022
Jiaxuan You
Tianyu Du
J. Leskovec
AI4CE
364
251
0
15 Aug 2022
GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs
Industrial Conference on Data Mining (IDM), 2021
Yucai Fan
Yuhang Yao
Carlee Joe-Wong
GNN
166
28
0
11 Oct 2021
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution
ACM Transactions on Knowledge Discovery from Data (TKDD), 2021
Fuxian Li
J. Feng
Huan Yan
G. Jin
Depeng Jin
Yong Li
GNN
AI4TS
373
582
0
30 Apr 2021
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
Computer Vision and Pattern Recognition (CVPR), 2020
Manwen Liao
Jie Qin
Jiaxin Chen
Li Liu
Fan Zhu
Ying Tai
Ling Shao
256
153
0
30 Apr 2021
A Survey on Embedding Dynamic Graphs
ACM Computing Surveys (CSUR), 2021
Claudio D. T. Barros
Matheus R. F. Mendonça
A. Vieira
A. Ziviani
AI4TS
AI4CE
375
176
0
04 Jan 2021
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yuhang Yao
Carlee Joe-Wong
GNN
329
26
0
16 Dec 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey
Joakim Skarding
Bogdan Gabrys
Katarzyna Musial
AI4CE
388
308
0
13 May 2020
DANE: Domain Adaptive Network Embedding
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Yizhou Zhang
Guojie Song
Lun Du
Shuwen Yang
Yilun Jin
OOD
230
90
0
03 Jun 2019
Characterizing and Forecasting User Engagement with In-app Action Graph: A Case Study of Snapchat
Knowledge Discovery and Data Mining (KDD), 2019
Yozen Liu
Xiaolin Shi
Lucas Pierce
Xiang Ren
AI4TS
203
62
0
02 Jun 2019
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
AAAI Conference on Artificial Intelligence (AAAI), 2019
A. Pareja
Giacomo Domeniconi
Jie Chen
Tengfei Ma
Toyotaro Suzumura
Toyotaro Suzumura
Tim Kaler
Tao B. Schardl
Charles E. Leisersen
GNN
534
1,384
0
26 Feb 2019
Hypergraph Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2018
Yifan Feng
Haoxuan You
Zizhao Zhang
Rongrong Ji
Yue Gao
GNN
525
1,846
0
25 Sep 2018
Graph Attention Networks
International Conference on Learning Representations (ICLR), 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
GNN
4.7K
25,318
0
30 Oct 2017
Inductive Representation Learning on Large Graphs
Neural Information Processing Systems (NeurIPS), 2017
William L. Hamilton
Z. Ying
J. Leskovec
3.7K
18,950
0
07 Jun 2017
Dynamic Graph Convolutional Networks
Franco Manessi
A. Rozza
M. Manzo
GNN
288
446
0
20 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks
Thomas Kipf
Max Welling
GNN
SSL
2.1K
34,253
0
09 Sep 2016
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