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Principal Neighbourhood Aggregation for Graph Nets
v1v2v3v4v5 (latest)

Principal Neighbourhood Aggregation for Graph Nets

Neural Information Processing Systems (NeurIPS), 2020
12 April 2020
Gabriele Corso
Luca Cavalleri
Dominique Beaini
Pietro Lio
Petar Velickovic
    GNN
ArXiv (abs)PDFHTML

Papers citing "Principal Neighbourhood Aggregation for Graph Nets"

50 / 406 papers shown
VS-Graph: Scalable and Efficient Graph Classification Using Hyperdimensional Computing
VS-Graph: Scalable and Efficient Graph Classification Using Hyperdimensional Computing
Hamed Poursiami
Shay Snyder
Guojing Cong
T. Potok
Maryam Parsa
124
1
0
03 Dec 2025
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Resolving Node Identifiability in Graph Neural Processes via Laplacian Spectral Encodings
Zimo Yan
Zheng Xie
Chang-rui Liu
Y. X. R. Wang
148
2
0
24 Nov 2025
Unsupervised Graph Neural Network Framework for Balanced Multipatterning in Advanced Electronic Design Automation Layouts
Unsupervised Graph Neural Network Framework for Balanced Multipatterning in Advanced Electronic Design Automation Layouts
Abdelrahman Helaly
Nourhan Sakr
Kareem Madkour
Ilhami Torunoglu
171
0
0
20 Nov 2025
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
Jeongwhan Choi
Seungjun Park
Sumin Park
Sung-Bae Cho
Noseong Park
198
0
0
17 Nov 2025
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
Han Yu
Xiaojuan Zhao
Aiping Li
Kai Chen
Ziniu Liu
Zhichao Peng
356
0
0
11 Nov 2025
HiF-DTA: Hierarchical Feature Learning Network for Drug-Target Affinity Prediction
HiF-DTA: Hierarchical Feature Learning Network for Drug-Target Affinity Prediction
Minghui Li
Y. Wang
Peijin Guo
Wei Wan
Shengshan Hu
Shengqing Hu
110
0
0
31 Oct 2025
Flex-GAD : Flexible Graph Anomaly Detection
Flex-GAD : Flexible Graph Anomaly Detection
Apu Chakraborty
Anshul Kumar
Gagan Raj Gupta
151
0
0
29 Oct 2025
DARTS-GT: Differentiable Architecture Search for Graph Transformers with Quantifiable Instance-Specific Interpretability Analysis
DARTS-GT: Differentiable Architecture Search for Graph Transformers with Quantifiable Instance-Specific Interpretability Analysis
Shruti Sarika Chakraborty
Peter Minary
247
0
0
16 Oct 2025
Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction
Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction
Y. Gao
Xingcheng Fu
Qingyun Sun
Jianxin Li
Xianxian Li
DiffM
284
0
0
06 Oct 2025
On The Expressive Power of GNN Derivatives
On The Expressive Power of GNN Derivatives
Yam Eitan
Moshe Eliasof
Yoav Gelberg
Fabrizio Frasca
Guy Bar-Shalom
Haggai Maron
224
0
0
02 Oct 2025
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
Ya-Wei Eileen Lin
Ron Levie
305
0
0
29 Sep 2025
Exact Subgraph Isomorphism Network with Mixed $L_{0,2}$ Norm Constraint for Predictive Graph Mining
Exact Subgraph Isomorphism Network with Mixed L0,2L_{0,2}L0,2​ Norm Constraint for Predictive Graph Mining
Taiga Kojima
Masayuki Karasuyama
Ayato Kohara
Masayuki Karasuyama
GNN
210
0
0
25 Sep 2025
Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
A. Lebedev
Won Kyung Lee
Soumyadip Ghosh
Olha I. Yaman
V. Kalantzis
Yingdong Lu
T. Nowicki
Shashanka Ubaru
L. Horesh
V. Alexandrov
126
1
0
22 Sep 2025
Asynchronous Message Passing for Addressing Oversquashing in Graph Neural Networks
Asynchronous Message Passing for Addressing Oversquashing in Graph Neural Networks
Kushal Bose
Swagatam Das
198
0
0
08 Sep 2025
NestGNN: A Graph Neural Network Framework Generalizing the Nested Logit Model for Travel Mode Choice
NestGNN: A Graph Neural Network Framework Generalizing the Nested Logit Model for Travel Mode Choice
Yuqi Zhou
Zhanhong Cheng
Lingqian Hu
Yuheng Bu
Shenhao Wang
180
0
0
08 Sep 2025
Scalable and Loosely-Coupled Multimodal Deep Learning for Breast Cancer Subtyping
Scalable and Loosely-Coupled Multimodal Deep Learning for Breast Cancer Subtyping
Mohammed Amer
Mohamed Suliman
Tu Bui
Nuria Garcia
Serban Georgescu
145
1
0
03 Sep 2025
Exact Verification of Graph Neural Networks with Incremental Constraint Solving
Exact Verification of Graph Neural Networks with Incremental Constraint Solving
Minghao Liu
Chia-Hsuan Lu
Marta Kwiatkowska
AAML
244
2
0
12 Aug 2025
Topological Feature Compression for Molecular Graph Neural Networks
Topological Feature Compression for Molecular Graph Neural Networks
Rahul Khorana
AI4CE
290
0
0
11 Aug 2025
Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases
Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases
Ning Li
Kounianhua Du
Han Zhang
Quan Gan
Minjie Wang
David Wipf
Weinan Zhang
AI4TS
262
0
0
10 Aug 2025
TANGO: Graph Neural Dynamics via Learned Energy and Tangential Flows
TANGO: Graph Neural Dynamics via Learned Energy and Tangential Flows
Moshe Eliasof
E. Haber
Carola-Bibiane Schönlieb
192
0
0
07 Aug 2025
Beyond Pixels: Medical Image Quality Assessment with Implicit Neural Representations
Beyond Pixels: Medical Image Quality Assessment with Implicit Neural Representations
Caner Ozer
Patryk Rygiel
Bram de Wilde
I. Oksuz
J. Wolterink
MedIm
192
1
0
07 Aug 2025
RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation
RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation
Juntong Chen
Huayuan Ye
He Zhu
Siwei Fu
Changbo Wang
Chenhui Li
281
1
0
02 Aug 2025
Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors
Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors
Wencheng Zou
Nan Wu
AAML
231
0
0
24 Jul 2025
PyG 2.0: Scalable Learning on Real World Graphs
PyG 2.0: Scalable Learning on Real World Graphs
Matthias Fey
Jinu Sunil
Akihiro Nitta
Rishi Puri
Manan Shah
...
Vid Kocijan
Zecheng Zhang
Xinwei He
J. E. Lenssen
J. Leskovec
GNNAI4CE
414
42
0
22 Jul 2025
Analyzing the Influence of Knowledge Graph Information on Relation Extraction
Analyzing the Influence of Knowledge Graph Information on Relation ExtractionExtended Semantic Web Conference (ESWC), 2025
Cedric Moller
Ricardo Usbeck
207
0
0
19 Jun 2025
Generating Directed Graphs with Dual Attention and Asymmetric Encoding
Generating Directed Graphs with Dual Attention and Asymmetric Encoding
Alba Carballo-Castro
Manuel Madeira
Yiming Qin
D. Thanou
Pascal Frossard
395
2
0
19 Jun 2025
Graph Diffusion that can Insert and Delete
Graph Diffusion that can Insert and Delete
Matteo Ninniri
Marco Podda
D. Bacciu
DiffM
473
2
0
06 Jun 2025
Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution
Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution
Wenhao Song
Xuan Wu
Bo Yang
You Zhou
Yubin Xiao
Yanchun Liang
H. Ge
Heow Pueh Lee
Chunguo Wu
382
3
0
02 Jun 2025
Graph Neural Networks for Jamming Source Localization
Graph Neural Networks for Jamming Source Localization
Dania Herzalla
W. T. Lunardi
Martin Andreoni
269
1
0
01 Jun 2025
Studying and Improving Graph Neural Network-based Motif Estimation
Studying and Improving Graph Neural Network-based Motif Estimation
Pedro C. Vieira
Miguel E. P. Silva
Pedro Manuel Pinto Ribeiro
290
1
0
30 May 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
Beyond Completion: A Foundation Model for General Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yin Hua
Zhiqiang Liu
M. Ben-Chen
Zheng Fang
Chi-Man Wong
Lingxiao Li
Chi Man Vong
Ningyu Zhang
Wen Zhang
ReLMLRM
233
2
0
28 May 2025
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Yewei Liu
Xiyuan Wang
Muhan Zhang
DDGNN
415
0
0
24 May 2025
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
Martin Carrasco
Guillermo Bernardez
Marco Montagna
Nina Miolane
Lev Telyatnikov
AI4CE
420
1
0
21 May 2025
Plain Transformers Can be Powerful Graph Learners
Plain Transformers Can be Powerful Graph Learners
Liheng Ma
Soumyasundar Pal
Yingxue Zhang
Juil Sock
Mark Coates
531
0
0
17 Apr 2025
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics
Zhaoxing Li
Xiaoming Zhang
Haifeng Zhang
Chengxiang Liu
294
0
0
02 Apr 2025
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization
Qiyi Wang
Yinning Shao
Yunlong Ma
Min Liu
OOD
402
1
0
04 Mar 2025
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image FusionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Daiki Nishiyama
H. Miyoshi
Noriaki Hashimoto
K. Ohshima
H. Hontani
I. Takeuchi
Jun Sakuma
239
0
0
02 Mar 2025
Network Tomography with Path-Centric Graph Neural Network
Network Tomography with Path-Centric Graph Neural Network
Yuntong Hu
Junxiang Wang
Bo Pan
355
2
0
23 Feb 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators
N. Gabriel
N. Johnson
George Em Karniadakis
AI4CE
387
0
0
21 Feb 2025
RelGNN: Composite Message Passing for Relational Deep Learning
RelGNN: Composite Message Passing for Relational Deep Learning
Tianlang Chen
Charilaos I. Kanatsoulis
Jure Leskovec
GNNAI4CE
366
22
0
10 Feb 2025
Using Random Noise Equivariantly to Boost Graph Neural Networks Universally
Using Random Noise Equivariantly to Boost Graph Neural Networks Universally
Xiang Wang
Muhan Zhang
497
1
0
04 Feb 2025
Learning Efficient Positional Encodings with Graph Neural Networks
Learning Efficient Positional Encodings with Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2025
Charilaos I. Kanatsoulis
Evelyn Choi
Stephanie Jegelka
Jure Leskovec
Alejandro Ribeiro
467
20
0
03 Feb 2025
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at ScaleInternational Conference on Learning Representations (ICLR), 2025
Ziyang Zheng
Shan Huang
Jianyuan Zhong
Zhengyuan Shi
Guohao Dai
Ningyi Xu
Qiang Xu
GNN
502
14
0
02 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture
Md Atik Ahamed
Andrew Cheng
Qiang Ye
Q. Cheng
GNN
326
0
0
01 Feb 2025
Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects
Field-level simulation-based inference with galaxy catalogs: the impact of systematic effectsJournal of Cosmology and Astroparticle Physics (JCAP), 2023
Natalí S. M. de Santi
F. Villaescusa-Navarro
L. Abramo
Helen Shao
Lucia A. Perez
...
F. Marinacci
D. Spergel
K. Dolag
L. Hernquist
M. Vogelsberger
648
10
0
28 Jan 2025
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing NetworksTransportation Research Part C: Emerging Technologies (TRC), 2025
Qishen Zhou
Yifan Zhang
Michail A. Makridis
Anastasios Kouvelas
Yibing Wang
Simon Hu
AI4TS
426
11
0
21 Jan 2025
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2022
Jinkun Han
Wei Li
Xhipeng Cai
Yongqian Li
375
7
0
05 Jan 2025
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Graph-Aware Isomorphic Attention for Adaptive Dynamics in TransformersAPL Machine Learning (AML), 2025
Markus J. Buehler
AI4CE
581
8
0
04 Jan 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts
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
CMLOOD
380
7
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31 Dec 2024
Hybrid variable spiking graph neural networks for energy-efficient
  scientific machine learning
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learningJournal of the mechanics and physics of solids (JMPS), 2024
Isha Jain
Shailesh Garg
Shaurya Shriyam
Souvik Chakraborty
GNN
391
3
0
12 Dec 2024
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