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2403.05026
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Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts
8 March 2024
Zeyang Zhang
Xin Eric Wang
Ziwei Zhang
Zhou Qin
Weigao Wen
Hui Xue
Haoyang Li
Wenwu Zhu
OOD
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Papers citing
"Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"
17 / 17 papers shown
Title
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications
Haoyang Li
Jie Xu
Kyra Gan
Fei Wang
Chengxi Zang
FedML
CML
33
0
0
04 May 2025
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts
Jongha Lee
Taehyung Kwon
Heechan Moon
Kijung Shin
AI4TS
41
0
0
01 Apr 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts
Peiwen Li
Xin Wang
Zeyang Zhang
Yi Qin
Ziwei Zhang
Jialong Wang
Yang Li
Wenwu Zhu
CML
OOD
55
4
0
31 Dec 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation
Chu Zhao
Enneng Yang
Yuliang Liang
Pengxiang Lan
Yuting Liu
Jianzhe Zhao
Guibing Guo
Xingwei Wang
OOD
DiffM
CML
51
5
0
01 Aug 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges
ZhengZhao Feng
Rui Wang
TianXing Wang
Mingli Song
Sai Wu
Shuibing He
AI4CE
17
10
0
01 May 2024
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model
Peiwen Li
Xin Wang
Zeyang Zhang
Yuan Meng
Fang-lin Shen
Yue Li
Jialong Wang
Yang Li
Wenweu Zhu
46
3
0
23 Apr 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision
Zeyang Zhang
Xin Eric Wang
Ziwei Zhang
Guangyao Shen
Shiqi Shen
Wenwu Zhu
40
12
0
08 Mar 2024
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction
Zeyang Zhang
Xingwang Li
Fei Teng
Ning Lin
Xueling Zhu
Xin Eric Wang
Wenwu Zhu
OOD
18
11
0
27 Nov 2023
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?
Zeyang Zhang
Xin Eric Wang
Ziwei Zhang
Haoyang Li
Yi Qin
Wenwu Zhu
24
24
0
26 Oct 2023
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
Hong Chen
Yipeng Zhang
Simin Wu
Xin Eric Wang
Xuguang Duan
Yuwei Zhou
Wenwu Zhu
DiffM
16
47
0
05 May 2023
Specformer: Spectral Graph Neural Networks Meet Transformers
Deyu Bo
Chuan Shi
Lele Wang
Renjie Liao
69
78
0
02 Mar 2023
How Powerful are Spectral Graph Neural Networks
Xiyuan Wang
Muhan Zhang
70
178
0
23 May 2022
Discovering Invariant Rationales for Graph Neural Networks
Yingmin Wu
Xiang Wang
An Zhang
Xiangnan He
Tat-Seng Chua
OOD
AI4CE
89
222
0
30 Jan 2022
Multiwavelet-based Operator Learning for Differential Equations
Gaurav Gupta
Xiongye Xiao
P. Bogdan
124
200
0
28 Sep 2021
Invariant Rationalization
Shiyu Chang
Yang Zhang
Mo Yu
Tommi Jaakkola
179
201
0
22 Mar 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx)
David M. Krueger
Ethan Caballero
J. Jacobsen
Amy Zhang
Jonathan Binas
Dinghuai Zhang
Rémi Le Priol
Aaron Courville
OOD
215
898
0
02 Mar 2020
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
228
31,150
0
16 Jan 2013
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