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2203.15935
Cited By
Graph Neural Networks in IoT: A Survey
29 March 2022
Guimin Dong
Mingyue Tang
Zhiyuan Wang
Jiechao Gao
Sikun Guo
Lihua Cai
Robert Gutierrez
Brad Campbell
Laura E. Barnes
M. Boukhechba
GNN
AI4CE
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Papers citing
"Graph Neural Networks in IoT: A Survey"
32 / 32 papers shown
Title
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes
Michele Fiori
Davide Mor
Gabriele Civitarese
Claudio Bettini
39
0
0
25 Feb 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
Liekang Zeng
Shengyuan Ye
Xu Chen
Xiaoxi Zhang
Ju Ren
Jian Tang
Yang Yang
Xuemin
Shen
52
2
0
08 Jan 2025
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
Pau Ferrer-Cid
Jose M. Barcelo-Ordinas
J. García-Vidal
42
2
0
28 Oct 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
Yushun Dong
Binchi Zhang
Zhenyu Lei
Na Zou
Jundong Li
MU
72
5
0
28 Jul 2024
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics
Mengjie Zhao
C. Taal
Stephan Baggerohr
Olga Fink
AI4CE
28
2
0
26 Jul 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks
Sabarish Krishna Moorthy
Jithin Jagannath
32
2
0
27 May 2024
Flashback: Enhancing Proposer-Builder Design with Future-Block Auctions in Proof-of-Stake Ethereum
Yifan Mao
Mengya Zhang
S. Venkatakrishnan
Zhiqiang Lin
33
0
0
15 May 2024
Genie: Smart ROS-based Caching for Connected Autonomous Robots
Zexin Li
Soroush Bateni
Cong Liu
29
1
0
29 Feb 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions
Cheng-Te Li
Yu-Che Tsai
Chih-Yao Chen
Jay Chiehen Liao
LMTD
AI4CE
33
7
0
04 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners
Jing Wu
Suiyao Chen
Qi Zhao
Renat Sergazinov
Chen Li
...
Tianpei Xie
Hanqing Guo
Cheng Ji
Daniel Cociorva
Hakan Brunzel
SSL
44
37
0
04 Jan 2024
An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm
Kazuki Sunaga
Keisuke Sugiura
Hiroki Matsutani
GNN
6
0
0
23 Dec 2023
Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing
Guimin Dong
Lihua Cai
Mingyue Tang
Laura E. Barnes
M. Boukhechba
FedML
16
0
0
19 Dec 2023
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph
Silu He
Qinyao Luo
Xinsha Fu
Ling Zhao
Ronghua Du
Haifeng Li
36
8
0
14 Dec 2023
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent
Lorenz Kummer
Samir Moustafa
Nils N. Kriege
Wilfried N. Gansterer
GNN
AAML
27
0
0
02 Nov 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning
Zexin Li
Xiaoxi He
Yufei Li
Shahab Nikkhoo
Wei Yang
Lothar Thiele
Cong Liu
33
5
0
22 Jul 2023
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems
Meng J. Zhao
Olga Fink
27
6
0
07 Jul 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection
Ming Jin
Huan Yee Koh
Qingsong Wen
Daniele Zambon
C. Alippi
G. I. Webb
Irwin King
Shirui Pan
AI4TS
AI4CE
38
143
0
07 Jul 2023
Graph Neural Network for spatiotemporal data: methods and applications
Yun-Qing Li
Dazhou Yu
Zhenke Liu
Minxing Zhang
Xi Gong
Liang Zhao
AI4TS
AI4CE
24
10
0
30 May 2023
Medium. Permeation: SARS-COV-2 Painting Creation by Generative Model
Yuanfu Yang
Iuan-Kai Fang
Min Sun
S. Hsu
MedIm
23
0
0
22 Apr 2023
FAQ: Feature Aggregated Queries for Transformer-based Video Object Detectors
Yiming Cui
Linjie Yang
ViT
19
15
0
15 Mar 2023
A Comprehensive Survey on Graph Summarization with Graph Neural Networks
Nasrin Shabani
Jia Wu
Amin Beheshti
Quan.Z Sheng
Jin Foo
Venus Haghighi
Ambreen Hanif
Maryam Shahabikargar
GNN
AI4TS
32
12
0
13 Feb 2023
SCAI: A Spectral data Classification framework with Adaptive Inference for the IoT platform
Yundong Sun
Dongjie Zhu
Haiwen Du
Yansong Wang
Zhaoshuo Tian
22
0
0
24 Jun 2022
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction
Mingyue Tang
Carl Yang
Pan Li
GNN
AI4CE
41
55
0
18 Feb 2022
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems
Daniele Gammelli
Kaidi Yang
James Harrison
Filipe Rodrigues
Francisco Câmara Pereira
Marco Pavone
GNN
43
46
0
23 Apr 2021
Efficient and Interpretable Robot Manipulation with Graph Neural Networks
Yixin Lin
Austin S. Wang
Eric Undersander
Akshara Rai
LM&Ro
97
44
0
25 Feb 2021
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan
Haiyang Yu
Shurui Gui
Shuiwang Ji
167
591
0
31 Dec 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction
Maosen Li
Siheng Chen
Yangheng Zhao
Ya-Qin Zhang
Yanfeng Wang
Qi Tian
AI4CE
3DH
91
302
0
17 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks
Ryoma Sato
184
171
0
09 Mar 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
Weijing Shi
Ragunathan
R. Rajkumar
3DPC
146
737
0
02 Mar 2020
Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data
Sergio Casas
Cole Gulino
Renjie Liao
R. Urtasun
AI4CE
174
211
0
18 Oct 2019
Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction
Onno P. Kampman
Elham J. Barezi
D. Bertero
Pascale Fung
40
95
0
02 May 2018
Geometric deep learning on graphs and manifolds using mixture model CNNs
Federico Monti
Davide Boscaini
Jonathan Masci
Emanuele Rodolà
Jan Svoboda
M. Bronstein
GNN
239
1,811
0
25 Nov 2016
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