Graph U-Nets

11 May 2019

Papers citing "Graph U-Nets"

50 / 510 papers shown

Title
Taxonomy of reduction matrices for Graph Coarsening Antonin Joly Nicolas Keriven Aline Roumy 24 0 0 13 Jun 2025
FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models Riddhiman Raut R. Maulik Shivam Barwey AI4CE 24 0 0 13 Jun 2025
Deep Learning Reforms Image Matching: A Survey and Outlook Shihua Zhang Zizhuo Li Kaining Zhang Yifan Lu Yuxin Deng Linfeng Tang Xingyu Jiang Jiayi Ma 3DV 115 0 0 05 Jun 2025
Smotrom tvoja pa ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study Alexey Tikhonov Sergei Shteiner A. Bykova Ivan P. Yamshchikov 39 0 0 31 May 2025
Improving the Effective Receptive Field of Message-Passing Neural Networks Shahaf E. Finder Ron Shapira Weber Moshe Eliasof Oren Freifeld Eran Treister 74 0 0 29 May 2025
The quest for the GRAph Level autoEncoder (GRALE) Paul Krzakala Gabriel Melo Charlotte Laclau Florence dÁlché-Buc Rémi Flamary 50 0 0 28 May 2025
Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks Sungwon Kim Namkyeong Lee Yunyoung Doh Seungmin Shin Guimok Cho Seung-Won Jeon Sangkook Kim Chanyoung Park 37 0 0 27 May 2025
ReassembleNet: Learnable Keypoints and Diffusion for 2D Fresco Reconstruction Adeela Islam Stefano Fiorini Stuart James Pietro Morerio Alessio Del Bue DiffM 904 0 0 27 May 2025
HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Simone Alberto Peirone Francesca Pistilli Giuseppe Averta 74 0 0 19 May 2025
Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations Giovanni Catalani Jean Fesquet Xavier Bertrand Frédéric Tost Michaël Bauerheim Joseph Morlier AI4CE 65 0 0 14 May 2025
Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations Giovanni Catalani Michaël Bauerheim Frédéric Tost Xavier Bertrand Joseph Morlier AI4CE 89 2 0 24 Apr 2025
Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks Mao Wang Tao Wu Xingping Xian Shaojie Qiao Weina Niu Canyixing Cui 134 0 0 23 Apr 2025
Benchmarking machine learning models for predicting aerofoil performance Oliver Summerell Gerardo Aragon-Camarasa Stephanie Ordonez Sanchez 60 0 0 22 Apr 2025
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification Jing Wang Jun-En Ding Feng Liu Elisa Kallioniemi Shuqiang Wang Wen-Xiang Tsai A. Yang OOD 75 1 0 02 Apr 2025
Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code Roxane Cohen Robin David Florian Yger Fabrice Rossi AAML 67 0 0 02 Apr 2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology Amaya Gallagher-Syed Henry Senior Omnia Alwazzan Elena Pontarini Michele Bombardieri C. Pitzalis M. Lewis Michael Barnes Luca Rossi Gregory G. Slabaugh 131 0 0 26 Mar 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 181 1 0 25 Mar 2025
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks Mario Lino Tobias Pfaff Nils Thuerey DiffM AI4CE 140 9 0 19 Mar 2025
Real-Time Manipulation Action Recognition with a Factorized Graph Sequence Encoder Enes Erdogan E. Aksoy Sanem Sariel 115 0 0 15 Mar 2025
Multi-View Node Pruning for Accurate Graph Representation Jiseong Park Hanjin Kim Seojin Kim Jueun Choi 146 0 0 14 Mar 2025
O-RAN xApps Conflict Management using Graph Convolutional Networks Maryam Al Shami Jun Yan Emmanuel Thepie Fapi GNN 124 1 0 05 Mar 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 111 0 0 24 Feb 2025
A Split-Window Transformer for Multi-Model Sequence Spammer Detection using Multi-Model Variational Autoencoder Zhou Yang Yucai Pang Hongbo Yin Yunpeng Xiao ViT 116 0 0 23 Feb 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 97 1 0 17 Jan 2025
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting Hao Wu Haomin Wen Guibin Zhang Yutong Xia Kai Wang Yuxuan Liang Yu Zheng Kun Wang 195 2 0 17 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 432 0 0 03 Jan 2025
Graph Pooling by Local Cluster Selection Yizhu Chen GNN 140 0 0 25 Nov 2024
Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries Zhihao Li Haoze Song Di Xiao Zhilu Lai Wei Wang AI4CE 252 4 0 18 Nov 2024
Equivariant Graph Network Approximations of High-Degree Polynomials for Force Field Prediction Zhao Xu Haiyang Yu Montgomery Bohde Shuiwang Ji 98 2 0 06 Nov 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation Shan Zhao Zhaiyu Chen Zhitong Xiong Yilei Shi Sudipan Saha Xiao Xiang Zhu AI4CE 88 5 0 05 Nov 2024
Strongly Topology-preserving GNNs for Brain Graph Super-resolution Pragya Singh Islem Rekik 63 0 0 01 Nov 2024
Towards Dynamic Message Passing on Graphs Junshu Sun Chenxue Yang Xiangyang Ji Qingming Huang Shuhui Wang 92 1 0 31 Oct 2024
NASM: Neural Anisotropic Surface Meshing Hongbo Li Haikuan Zhu Sikai Zhong Ningna Wang Cheng Lin X. Guo Shiqing Xin Wenping Wang Jing Hua Z. Zhong 51 0 0 30 Oct 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy Sunwoo Kim Soo Yong Lee Fanchen Bu Shinhwan Kang Kyungho Kim Jaemin Yoo Kijung Shin 69 2 0 27 Oct 2024
Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media Bruno Croso Cunha da Silva Thomas Palmeira Ferraz R. Lopes AI4CE 126 1 0 24 Oct 2024
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention Siyuan Huang Yunchong Song Jiayue Zhou Zhouhan Lin 65 1 0 09 Oct 2024
Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes Kevin Ferguson Yu-hsuan Chen Yiming Chen Andrew Gillman James Hardin Levent Burak Kara AI4CE 79 2 0 08 Oct 2024
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection Yiye Wang Wenming Zheng Yang Li Hao Yang 82 0 0 08 Oct 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction Shijin Duan Ruyi Ding Jiaxing He A. A. Ding Yunsi Fei Xiaolin Xu 56 0 0 04 Oct 2024
Graph Convolutional Neural Networks as Surrogate Models for Climate Simulation Kevin Potter Carianne Martinez Reina Pradhan Samantha Brozak Steven Sleder Lauren Wheeler AI4Cl AI4CE 53 0 0 19 Sep 2024
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Xiaogang Du Dongxin Gu Tao Lei Yipeng Jiao Yibin Zou MedIm 59 1 0 19 Sep 2024
Edge-Based Graph Component Pooling T. Snelleman B. M. Renting H. H. Hoos J. N. V. Rijn GNN 56 2 0 18 Sep 2024
Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer Yanqing Kang Di Zhu Haiyang Zhang Enze Shi Sigang Yu ... Xuan Liu Geng Chen Xi Jiang Tuo Zhang Shu Zhang 54 0 0 17 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 97 0 0 17 Sep 2024
Multimodal Power Outage Prediction for Rapid Disaster Response and Resource Allocation Alejandro Aparcedo Christian Lopez Abhinav Kotta Mengjie Li 73 1 0 14 Sep 2024
Molecular Graph Representation Learning via Structural Similarity Information Chengyu Yao Hong Huang Hang Gao Fengge Wu Haiming Chen Junsuo Zhao 71 0 0 13 Sep 2024
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning Miao Hu Yinlin Zhu Boyang Pang Guochen Yan Yeyu Yan Zening Li Zhengyu Wu Wentao Zhang Rong-Hua Li Guoren Wang FedML 111 1 0 29 Aug 2024
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 84 0 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 104 1 0 27 Aug 2024
Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks Yuhong Jiao Jiaqing Miao Jinnan Gong Hui He Ping Liang Cheng Luo Ying Tan 55 0 0 25 Aug 2024