Spectral Networks and Locally Connected Networks on Graphs

21 December 2013

Joan Bruna

Papers citing "Spectral Networks and Locally Connected Networks on Graphs"

32 / 32 papers shown

Title
Graph Wave Networks Juwei Yue Haikuo Li Jiawei Sheng Yihan Guo Xinghua Zhang Chuan Zhou Tingwen Liu Li Guo 72 1 0 26 May 2025
Deliberate Planning of 3D Bin Packing on Packing Configuration Trees Hang Zhao Juzhan Xu Kexiong Yu Ruizhen Hu Chenyang Zhu K. Xu 81 2 0 06 Apr 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 128 23 0 24 Feb 2025
Graph Neural Diffusion Networks for Semi-supervised Learning Wei Ye Zexi Huang Yunqi Hong Ambuj K. Singh GNN 134 3 0 24 Feb 2025
Uncertainty-Aware Graph Structure Learning Shen Han Zhiyao Zhou Jiawei Chen Zhezheng Hao Sheng Zhou Gang Wang Yan Feng Chong Chen C. Wang 85 2 0 20 Feb 2025
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning Alvaro Arroyo Alessio Gravina Benjamin Gutteridge Federico Barbero Claudio Gallicchio Xiaowen Dong Michael M. Bronstein P. Vandergheynst 66 8 0 15 Feb 2025
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks Liudi Yang Ruben Mascaro Ignacio Alzugaray Sai Manoj Prakhya Marco Karrer Ziyuan Liu M. Chli 3DPC 117 1 0 31 Jan 2025
An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation Junrui Liu Tong Li Di Wu Zifang Tang Yuan Fang Zhen Yang 56 0 0 28 Jan 2025
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 71 0 0 16 Oct 2024
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs Michael Scholkemper Xinyi Wu Ali Jadbabaie Michael T. Schaub 117 7 0 05 Jun 2024
E(n) Equivariant Topological Neural Networks Claudio Battiloro Ege Karaismailoglu Mauricio Tec George Dasoulas Michelle Audirac Francesca Dominici 71 8 0 24 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 155 49 0 23 May 2024
Learning Coarse-Grained Dynamics on Graph Yin Yu J. Harlim Daning Huang Yan Li 142 2 0 15 May 2024
Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning Andrew Holliday A. El-geneidy Gregory Dudek 61 0 0 08 Apr 2024
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 170 21 0 24 Nov 2023
Uncertainty-Aware Robust Learning on Noisy Graphs Shuyi Chen Kaize Ding Shixiang Zhu 59 5 0 14 Jun 2023
Geometric Scattering on Measure Spaces Joyce A. Chew M. Hirn Smita Krishnaswamy Deanna Needell Michael Perlmutter H. Steach Siddharth Viswanath Hau‐Tieng Wu GNN 99 17 0 17 Aug 2022
Neural Networks and Quantum Field Theory James Halverson Anindita Maiti Keegan Stoner 43 77 0 19 Aug 2020
Class-Attentive Diffusion Network for Semi-Supervised Classification Jongin Lim Daeho Um H. Chang D. Jo J. Choi 103 14 0 18 Jun 2020
Adaptive Universal Generalized PageRank Graph Neural Network Eli Chien Jianhao Peng Pan Li O. Milenkovic 140 725 0 14 Jun 2020
DeeperGCN: All You Need to Train Deeper GCNs Guohao Li Chenxin Xiong Ali K. Thabet Guohao Li GNN 100 436 0 13 Jun 2020
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 51 11 0 12 Jun 2020
Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks Jiangke Lin Yi Yuan Tianjia Shao Kun Zhou 3DH 3DV 42 103 0 12 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 272 929 0 02 Mar 2020
STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits Uttaran Bhattacharya Trisha Mittal Rohan Chandra Tanmay Randhavane Aniket Bera Tianyi Zhou CVBM 73 101 0 28 Oct 2019
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes Greg Yang 59 197 0 28 Oct 2019
Graph Embedding Techniques, Applications, and Performance: A Survey Palash Goyal Emilio Ferrara GNN AI4TS 74 1,723 0 08 May 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 57 55 0 01 Mar 2017
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 62 189 0 02 Feb 2017
Convolutional Neural Networks Applied to House Numbers Digit Classification P. Sermanet Soumith Chintala Yann LeCun 46 543 0 18 Apr 2012
Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields Karol Gregor Yann LeCun 78 72 0 02 Jun 2010
A Tutorial on Spectral Clustering U. V. Luxburg 153 10,497 0 01 Nov 2007