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Relational inductive biases, deep learning, and graph networks

Relational inductive biases, deep learning, and graph networks

4 June 2018
Peter W. Battaglia
Jessica B. Hamrick
V. Bapst
Alvaro Sanchez-Gonzalez
V. Zambaldi
Mateusz Malinowski
Andrea Tacchetti
David Raposo
Adam Santoro
Ryan Faulkner
Çağlar Gülçehre
H. F. Song
A. J. Ballard
Justin Gilmer
George E. Dahl
Ashish Vaswani
Kelsey R. Allen
C. Nash
Victoria Langston
Chris Dyer
N. Heess
Daan Wierstra
Pushmeet Kohli
M. Botvinick
Oriol Vinyals
Yujia Li
Razvan Pascanu
    AI4CE
    NAI
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Papers citing "Relational inductive biases, deep learning, and graph networks"

50 / 350 papers shown
Title
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks
Sheng Cheng
Yi Ren
Yezhou Yang
53
2
0
27 Apr 2022
Graph Neural Network based Agent in Google Research Football
Graph Neural Network based Agent in Google Research Football
Yizhan Niu
Jinglong Liu
Yuhao Shi
Jiren Zhu
GNN
19
2
0
23 Apr 2022
Theory of Graph Neural Networks: Representation and Learning
Theory of Graph Neural Networks: Representation and Learning
Stefanie Jegelka
GNN
AI4CE
24
67
0
16 Apr 2022
Mutual information estimation for graph convolutional neural networks
Mutual information estimation for graph convolutional neural networks
Marius Cervera Landsverk
S. Riemer-Sørensen
SSL
GNN
20
1
0
31 Mar 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed
  Machine Learning
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning
Chuizheng Meng
Sungyong Seo
Defu Cao
Sam Griesemer
Yan Liu
PINN
AI4CE
28
54
0
31 Mar 2022
Graph Neural Networks in IoT: A Survey
Graph Neural Networks in IoT: A Survey
Guimin Dong
Mingyue Tang
Zhiyuan Wang
Jiechao Gao
Sikun Guo
Lihua Cai
Robert Gutierrez
Brad Campbell
Laura E. Barnes
M. Boukhechba
GNN
AI4CE
19
96
0
29 Mar 2022
Graph Neural Networks are Dynamic Programmers
Graph Neural Networks are Dynamic Programmers
Andrew Dudzik
Petar Velickovic
24
62
0
29 Mar 2022
Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with
  Heterophily
Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with Heterophily
Jie Chen
Shouzhen Chen
Junbin Gao
Zengfeng Huang
Junping Zhang
Jian Pu
28
23
0
19 Mar 2022
Symmetry-Based Representations for Artificial and Biological General
  Intelligence
Symmetry-Based Representations for Artificial and Biological General Intelligence
I. Higgins
S. Racanière
Danilo Jimenez Rezende
AI4CE
22
44
0
17 Mar 2022
Neural Message Passing for Objective-Based Uncertainty Quantification
  and Optimal Experimental Design
Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design
Qihua Chen
Xuejin Chen
Hyun-Myung Woo
Byung-Jun Yoon
10
2
0
14 Mar 2022
Continual Learning for Multivariate Time Series Tasks with Variable
  Input Dimensions
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions
Vibhor Gupta
Jyoti Narwariya
Pankaj Malhotra
L. Vig
Gautam M. Shroff
AI4TS
11
20
0
14 Mar 2022
Graph Neural Networks for Relational Inductive Bias in Vision-based Deep
  Reinforcement Learning of Robot Control
Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control
Marco Oliva
Soubarna Banik
Josip Josifovski
Alois C. Knoll
4
5
0
11 Mar 2022
Graph-based Reinforcement Learning meets Mixed Integer Programs: An
  application to 3D robot assembly discovery
Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery
Niklas Funk
Svenja Menzenbach
Georgia Chalvatzaki
Jan Peters
11
13
0
08 Mar 2022
Important Object Identification with Semi-Supervised Learning for
  Autonomous Driving
Important Object Identification with Semi-Supervised Learning for Autonomous Driving
Jiachen Li
Haiming Gang
Hengbo Ma
M. Tomizuka
Chiho Choi
19
12
0
05 Mar 2022
R-GCN: The R Could Stand for Random
R-GCN: The R Could Stand for Random
Vic Degraeve
Gilles Vandewiele
F. Ongenae
Sofie Van Hoecke
GNN
21
13
0
04 Mar 2022
Graph Neural Networks for Multimodal Single-Cell Data Integration
Graph Neural Networks for Multimodal Single-Cell Data Integration
Haifang Wen
Jiayuan Ding
Wei Jin
Yiqi Wang
Yuying Xie
Jiliang Tang
21
53
0
03 Mar 2022
Thermodynamics-informed graph neural networks
Thermodynamics-informed graph neural networks
Quercus Hernandez
Alberto Badías
Francisco Chinesta
Elías Cueto
AI4CE
PINN
25
31
0
03 Mar 2022
Self-Supervised and Interpretable Anomaly Detection using Network
  Transformers
Self-Supervised and Interpretable Anomaly Detection using Network Transformers
Daniel L. Marino
Chathurika S. Wickramasinghe
C. Rieger
Milos Manic
24
8
0
25 Feb 2022
Equilibrium Aggregation: Encoding Sets via Optimization
Equilibrium Aggregation: Encoding Sets via Optimization
Sergey Bartunov
F. Fuchs
Timothy Lillicrap
14
7
0
25 Feb 2022
RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics
RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics
Ke Sun
Stephen M. Chaves
Paul D. Martin
Vijay R. Kumar
GNN
14
1
0
21 Feb 2022
Equivariant Graph Attention Networks for Molecular Property Prediction
Equivariant Graph Attention Networks for Molecular Property Prediction
Tuan Le
Frank Noé
Djork-Arné Clevert
11
21
0
20 Feb 2022
Improving the Level of Autism Discrimination through GraphRNN Link
  Prediction
Improving the Level of Autism Discrimination through GraphRNN Link Prediction
Haonan Sun
Q. He
Shouliang Qi
Yudong Yao
Yueyang Teng
17
0
0
19 Feb 2022
Retrieval-Augmented Reinforcement Learning
Retrieval-Augmented Reinforcement Learning
Anirudh Goyal
A. Friesen
Andrea Banino
T. Weber
Nan Rosemary Ke
...
Michal Valko
Simon Osindero
Timothy Lillicrap
N. Heess
Charles Blundell
OffRL
19
53
0
17 Feb 2022
Forecasting Global Weather with Graph Neural Networks
Forecasting Global Weather with Graph Neural Networks
R. Keisler
AI4Cl
12
159
0
15 Feb 2022
Transferable and Adaptable Driving Behavior Prediction
Transferable and Adaptable Driving Behavior Prediction
Letian Wang
Yeping Hu
Liting Sun
Wei Zhan
M. Tomizuka
Changliu Liu
19
25
0
10 Feb 2022
Multi-model Ensemble Analysis with Neural Network Gaussian Processes
Multi-model Ensemble Analysis with Neural Network Gaussian Processes
Trevor Harris
B. Li
Ryan Sriver
8
5
0
08 Feb 2022
Learning Mechanically Driven Emergent Behavior with Message Passing
  Neural Networks
Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks
Peerasait Prachaseree
Emma Lejeune
PINN
AI4CE
27
11
0
03 Feb 2022
Direct Molecular Conformation Generation
Direct Molecular Conformation Generation
Jinhua Zhu
Yingce Xia
Chang-Shu Liu
Lijun Wu
Shufang Xie
...
Tao Qin
Wen-gang Zhou
Houqiang Li
Haiguang Liu
Tie-Yan Liu
17
41
0
03 Feb 2022
Investigating Transfer Learning in Graph Neural Networks
Investigating Transfer Learning in Graph Neural Networks
Nishai Kooverjee
Steven D. James
Terence L van Zyl
GNN
26
14
0
01 Feb 2022
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded
  Learning
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning
Chengping Rao
Pu Ren
Yang Liu
Hao-Lun Sun
AI4CE
28
26
0
28 Jan 2022
Representing Long-Range Context for Graph Neural Networks with Global
  Attention
Representing Long-Range Context for Graph Neural Networks with Global Attention
Zhanghao Wu
Paras Jain
Matthew A. Wright
Azalia Mirhoseini
Joseph E. Gonzalez
Ion Stoica
GNN
33
259
0
21 Jan 2022
GraphVAMPNet, using graph neural networks and variational approach to
  markov processes for dynamical modeling of biomolecules
GraphVAMPNet, using graph neural networks and variational approach to markov processes for dynamical modeling of biomolecules
Mahdi Ghorbani
Samarjeet Prasad
Jeffery B. Klauda
B. Brooks
GNN
22
30
0
12 Jan 2022
Wind Park Power Prediction: Attention-Based Graph Networks and Deep
  Learning to Capture Wake Losses
Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses
Lars Odegaard Bentsen
N. Warakagoda
R. Stenbro
P. Engelstad
16
12
0
10 Jan 2022
GLAN: A Graph-based Linear Assignment Network
GLAN: A Graph-based Linear Assignment Network
He Liu
Tao Wang
Congyan Lang
Songhe Feng
Yi Jin
Yidong Li
16
5
0
05 Jan 2022
Distributed Hybrid CPU and GPU training for Graph Neural Networks on
  Billion-Scale Graphs
Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs
Da Zheng
Xiang Song
Chengrun Yang
Dominique LaSalle
George Karypis
3DH
GNN
17
54
0
31 Dec 2021
Vision Transformer for Small-Size Datasets
Vision Transformer for Small-Size Datasets
Seung Hoon Lee
Seunghyun Lee
B. Song
ViT
6
222
0
27 Dec 2021
3D Instance Segmentation of MVS Buildings
3D Instance Segmentation of MVS Buildings
Jiazhou Chen
Yanghui Xu
Shufang Lu
Ronghua Liang
Liangliang Nan
ISeg
3DV
16
23
0
18 Dec 2021
Constraint-based graph network simulator
Constraint-based graph network simulator
Yulia Rubanova
Alvaro Sanchez-Gonzalez
Tobias Pfaff
Peter W. Battaglia
PINN
AI4CE
25
28
0
16 Dec 2021
Improving Compositional Generalization with Latent Structure and Data
  Augmentation
Improving Compositional Generalization with Latent Structure and Data Augmentation
Linlu Qiu
Peter Shaw
Panupong Pasupat
Pawel Krzysztof Nowak
Tal Linzen
Fei Sha
Kristina Toutanova
CoGe
23
57
0
14 Dec 2021
Equivariant Quantum Graph Circuits
Equivariant Quantum Graph Circuits
Péter Mernyei
K. Meichanetzidis
.Ismail .Ilkan Ceylan
28
8
0
10 Dec 2021
Causal-based Time Series Domain Generalization for Vehicle Intention
  Prediction
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction
Yeping Hu
Xiaogang Jia
M. Tomizuka
Wei Zhan
OOD
12
25
0
03 Dec 2021
Graph Neural Networks for Charged Particle Tracking on FPGAs
Graph Neural Networks for Charged Particle Tracking on FPGAs
Abdelrahman Elabd
Vesal Razavimaleki
Shih-Yu Huang
Javier Mauricio Duarte
M. Atkinson
...
Bo-Cheng Lai
Mark S. Neubauer
I. Ojalvo
S. Thais
Matthew Trahms
GNN
28
35
0
03 Dec 2021
Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks
Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks
Yang Li
Yuichi Tanaka
11
3
0
03 Dec 2021
A Graph Deep Learning Framework for High-Level Synthesis Design Space
  Exploration
A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration
Lorenzo Ferretti
Andrea Cini
Georgios Zacharopoulos
C. Alippi
L. Pozzi
18
4
0
29 Nov 2021
Learning to Search in Task and Motion Planning with Streams
Learning to Search in Task and Motion Planning with Streams
M. Khodeir
Ben Agro
Florian Shkurti
14
25
0
25 Nov 2021
Particle Graph Autoencoders and Differentiable, Learned Energy Mover's
  Distance
Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance
S. Tsan
Raghav Kansal
Anthony Aportela
Daniel Madrigal Diaz
Javier Mauricio Duarte
S. Krishna
Farouk Mokhtar
J. Vlimant
M. Pierini
14
19
0
24 Nov 2021
On the Unreasonable Effectiveness of Feature propagation in Learning on
  Graphs with Missing Node Features
On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features
Emanuele Rossi
Henry Kenlay
Maria I. Gorinova
B. Chamberlain
Xiaowen Dong
M. Bronstein
20
87
0
23 Nov 2021
Composing Partial Differential Equations with Physics-Aware Neural
  Networks
Composing Partial Differential Equations with Physics-Aware Neural Networks
Matthias Karlbauer
T. Praditia
S. Otte
S. Oladyshkin
Wolfgang Nowak
Martin Volker Butz
AI4CE
25
18
0
23 Nov 2021
Physics-enhanced Neural Networks in the Small Data Regime
Physics-enhanced Neural Networks in the Small Data Regime
Jonas Eichelsdörfer
Sebastian Kaltenbach
P. Koutsourelakis
AI4CE
PINN
6
5
0
19 Nov 2021
DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural
  Networks
DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks
Pál András Papp
Karolis Martinkus
Lukas Faber
Roger Wattenhofer
GNN
17
138
0
11 Nov 2021
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