Diffusion-Convolutional Neural Networks

6 November 2015

Papers citing "Diffusion-Convolutional Neural Networks"

50 / 499 papers shown

Title
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection H. Sahbi 33 0 0 28 Dec 2023
ViDa: Visualizing DNA hybridization trajectories with biophysics-informed deep graph embeddings Chenwei Zhang Jordan Lovrod Boyan Beronov K. D. Duc Anne Condon 19 0 0 06 Nov 2023
Visualizing DNA reaction trajectories with deep graph embedding approaches Chenwei Zhang K. D. Duc Anne Condon GNN 19 2 0 06 Nov 2023
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes Zheng Wang Shikai Fang Shibo Li Shandian Zhe 22 2 0 30 Oct 2023
Multi-Scale Spatial-Temporal Recurrent Networks for Traffic Flow Prediction Haiyang Liu Chunjiang Zhu Detian Zhang Qing Li AI4TS GNN 42 0 0 12 Oct 2023
Supercharging Graph Transformers with Advective Diffusion Qitian Wu Chenxiao Yang Kaipeng Zeng Fan Nie AI4CE 58 5 0 10 Oct 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 59 0 0 29 Sep 2023
Frugal Satellite Image Change Detection with Deep-Net Inversion H. Sahbi Sebastien Deschamps 48 0 0 26 Sep 2023
Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes Yiming Huang Yujie Zeng Qiang Wu Linyuan Lu 27 18 0 22 Sep 2023
Uncertainty-aware Traffic Prediction under Missing Data Hao Mei Junxian Li Zhiming Liang Guanjie Zheng Bin Shi Hua Wei EDL 32 6 0 13 Sep 2023
Establishing a real-time traffic alarm in the city of Valencia with Deep Learning Miguel G. Folgado V. Sanz J. Hirn Edgar Lorenzo-Saez Javier Urchueguia HAI 23 0 0 05 Sep 2023
CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong Weidong Cao Muhan Zhang Dacheng Tao Yixin Chen Xuan Zhang GNN 39 31 0 31 Aug 2023
Modeling Edge Features with Deep Bayesian Graph Networks Daniele Atzeni Federico Errica D. Bacciu Alessio Micheli 21 6 0 17 Aug 2023
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes Quang Truong Peter Chin GNN 27 8 0 13 Aug 2023
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 46 13 0 01 Aug 2023
Multiscale Dynamic Graph Representation for Biometric Recognition with Occlusions Min Ren Yunlong Wang Yuhao Zhu Kunbo Zhang Zhenan Sun 27 10 0 27 Jul 2023
Node Injection Link Stealing Attack Oualid Zari Javier Parra-Arnau Ayşe Ünsal Melek Önen 47 2 0 25 Jul 2023
Where Did the President Visit Last Week? Detecting Celebrity Trips from News Articles Kai Peng Ying Zhang Shuai Ling Zhaoru Ke Haipeng Zhang GNN 31 1 0 17 Jul 2023
MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation Jiaxing Zhang Dongsheng Luo Huazhou Wei 33 20 0 15 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 Cesare Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 51 147 0 07 Jul 2023
A Survey on Graph Classification and Link Prediction based on GNN Xingyu Liu Juan Chen Q. Wen GNN 31 11 0 03 Jul 2023
Torsion Graph Neural Networks Cong Shen Xiang Liu Jiawei Luo Kelin Xia 42 0 0 23 Jun 2023
Deep graph kernel point processes Zheng Dong Matthew Repasky Xiuyuan Cheng Yao Xie 3DPC 35 3 0 20 Jun 2023
Fusing Structural and Functional Connectivities using Disentangled VAE for Detecting MCI Qiankun Zuo Yanfei Zhu Libin Lu Zhi Yang Yuhui Li Ning Zhang 37 2 0 16 Jun 2023
Kriging Convolutional Networks G. Appleby Linfeng Liu Liping Liu 27 61 0 15 Jun 2023
CIN++: Enhancing Topological Message Passing Lorenzo Giusti Teodora Reu Francesco Ceccarelli Cristian Bodnar Pietro Lio GNN 45 7 0 06 Jun 2023
Subgraph Networks Based Contrastive Learning Jinhuan Wang Jiafei Shao Zeyu Wang Shanqing Yu Qi Xuan Xiaoniu Yang 33 1 0 06 Jun 2023
Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition Yu-Hsuan Chen L. Kara Jonathan Cagan 41 3 0 05 Jun 2023
GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network Srikrishna Iyer Teck-Hou Teng AI4TS 26 1 0 03 Jun 2023
Is Rewiring Actually Helpful in Graph Neural Networks? Domenico Tortorella Alessio Micheli AI4CE 49 2 0 31 May 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Liang Zhao AI4TS AI4CE 37 10 0 30 May 2023
Explainable Brain Age Prediction using coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 31 14 0 27 May 2023
Confidence-Based Feature Imputation for Graphs with Partially Known Features Daeho Um Jiwoong Park Seulki Park Jin Young Choi DiffM 27 15 0 26 May 2023
Addressing Heterophily in Node Classification with Graph Echo State Networks Alessio Micheli Domenico Tortorella 32 8 0 14 May 2023
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering Mingqi Yang Wenjie Feng Yanming Shen Bryan Hooi 46 5 0 10 May 2023
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features Saurabh Sihag Fangchang Ma Corey McMillan Angela Dai 48 3 0 02 May 2023
What Do GNNs Actually Learn? Towards Understanding their Representations Giannis Nikolentzos Michail Chatzianastasis Michalis Vazirgiannis GNN AI4CE 23 0 0 21 Apr 2023
Clustered-patch Element Connection for Few-shot Learning Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 28 8 0 20 Apr 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 33 9 0 12 Apr 2023
Urban Regional Function Guided Traffic Flow Prediction Kuo Wang Lingbo Liu Yang Liu Guanbin Li Fan Zhou Liang Lin 38 25 0 17 Mar 2023
AERK: Aligned Entropic Reproducing Kernels through Continuous-time Quantum Walks Lixin Cui Ming Li Yue Wang Lu Bai Edwin R. Hancock 21 0 0 04 Mar 2023
Diffusing Graph Attention Daniel Glickman Eran Yahav GNN 52 3 0 01 Mar 2023
Graph-based Knowledge Distillation: A survey and experimental evaluation Jing Liu Tongya Zheng Guanzheng Zhang Qinfen Hao 38 8 0 27 Feb 2023
Visiting Distant Neighbors in Graph Convolutional Networks Ali Hashemi H. Makse GNN 27 1 0 26 Jan 2023
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion Qitian Wu Chenxiao Yang Wen-Long Zhao Yixuan He David Wipf Junchi Yan DiffM 37 83 0 23 Jan 2023
State of the Art and Potentialities of Graph-level Learning Zhenyu Yang Ge Zhang Jia Wu Jian Yang Quan.Z Sheng ... Charu C. Aggarwal Hao Peng Wenbin Hu Edwin R. Hancock Pietro Lio GNN AI4CE 43 10 0 14 Jan 2023
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang 39 7 0 07 Jan 2023
Generative Graph Neural Networks for Link Prediction Xingping Xian Tao Wu Xiaoke Ma Shaojie Qiao Yabin Shao Chao Wang Lin Yuan Yuehua Wu AI4CE 43 4 0 31 Dec 2022
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 25 0 0 28 Dec 2022
Training Lightweight Graph Convolutional Networks with Phase-field Models H. Sahbi 34 0 0 19 Dec 2022