Graph Transformer Networks

6 November 2019

Papers citing "Graph Transformer Networks"

50 / 401 papers shown

Title
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 31 76 0 10 Apr 2023
RARE: Robust Masked Graph Autoencoder Wenxuan Tu Qing Liao Sihang Zhou Xin Peng Chuan Ma Zhe Liu Xinwang Liu Zhiping Cai 29 12 0 04 Apr 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays Yi Xiong Jingsong Liu Kamilia Zaripova Sahand Sharifzadeh Matthias Keicher Nassir Navab MedIm 20 2 0 24 Mar 2023
LON-GNN: Spectral GNNs with Learnable Orthonormal Basis Qian Tao Zhen Wang Wenyuan Yu Yaliang Li Zhewei Wei 25 4 0 24 Mar 2023
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion Anh Duy Nguyen H. Pham Huynh Thanh Trung Quoc Viet Hung Nguyen Thao Nguyen Truong Phi Le Nguyen MedIm 19 5 0 17 Mar 2023
Contrastive Video Question Answering via Video Graph Transformer Junbin Xiao Pan Zhou Angela Yao Yicong Li Richang Hong Shuicheng Yan Tat-Seng Chua ViT 19 35 0 27 Feb 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 32 37 0 27 Feb 2023
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer Qiheng Mao Zemin Liu Chenghao Liu Jianling Sun 38 55 0 22 Feb 2023
Time-varying Signals Recovery via Graph Neural Networks Jhon A. Castro-Correa Jhony H. Giraldo Anindya Mondal Mohsen Badiey T. Bouwmans Fragkiskos D. Malliaros AI4TS 24 10 0 22 Feb 2023
Link Prediction on Latent Heterogeneous Graphs Trung-Kien Nguyen Zemin Liu Yuan Fang 21 8 0 21 Feb 2023
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures Nhat-Khang Ngô Truong Son-Hy Risi Kondor ViT AI4CE 29 2 0 17 Feb 2023
Homophily-oriented Heterogeneous Graph Rewiring Jiayan Guo Lun Du Wendong Bi Qiang Fu Xiaojun Ma Xu Chen Shi Han Dongmei Zhang Yan Zhang 27 26 0 13 Feb 2023
Heterophily-Aware Graph Attention Network Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang 11 2 0 07 Feb 2023
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair Nan Jiang Thibaud Lutellier Yiling Lou Lin Tan Dan Goldwasser X. Zhang 11 43 0 03 Feb 2023
Adaptive Computation with Elastic Input Sequence Fuzhao Xue Valerii Likhosherstov Anurag Arnab N. Houlsby Mostafa Dehghani Yang You 29 18 0 30 Jan 2023
Spatio-Temporal Graph Neural Networks: A Survey Zahraa Al Sahili M. Awad GNN AI4TS 29 23 0 25 Jan 2023
GIPA: A General Information Propagation Algorithm for Graph Learning Houyi Li Zhihong Chen Zhao Li Qinkai Zheng Peng Zhang Shuigeng Zhou 41 0 0 19 Jan 2023
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network Guanghui Zhu Zhen-Wei Zhu Wen Wang Zhuoer Xu C. Yuan Y. Huang 19 8 0 08 Jan 2023
Learning Feature Recovery Transformer for Occluded Person Re-identification Boqiang Xu Lingxiao He Jian Liang Zhenan Sun ViT 9 52 0 05 Jan 2023
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples Jianxiang Yu Qingqing Ge Xiang Li Aoying Zhou 22 7 0 28 Dec 2022
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities Wei Ma Shangqing Liu Mengjie Zhao Xiaofei Xie Wenhan Wang Q. Hu Jiexin Zhang Yang Liu 19 16 0 20 Dec 2022
Transformers learn in-context by gradient descent J. Oswald Eyvind Niklasson E. Randazzo João Sacramento A. Mordvintsev A. Zhmoginov Max Vladymyrov MLT 28 427 0 15 Dec 2022
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks Jhony H. Giraldo Konstantinos Skianis T. Bouwmans Fragkiskos D. Malliaros 16 45 0 05 Dec 2022
Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification Jun-Liang Lin Yuan Wan Jingwen Xu X. Qi 15 0 0 04 Dec 2022
Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation Yingxi Chen Siwei Qiang Mingming Ha Xiaolei Liu Shaoshuai Li Lingfeng Yuan Xiaobo Guo Zheng Hua Zhu 19 2 0 30 Nov 2022
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks Chao Li Hao Xu Kun He 25 10 0 27 Nov 2022
PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations Han Gao Xuhong Han Jiaoyang Huang Jian-Xun Wang Liping Liu ViT GNN 11 8 0 26 Nov 2022
Solving Bilevel Knapsack Problem using Graph Neural Networks S. Kwon Hwayong Choi Sungsoo Park 11 3 0 24 Nov 2022
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 27 38 0 23 Nov 2022
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks Xinyu Fu Irwin King 27 15 0 23 Nov 2022
Learnable Graph Convolutional Attention Networks Adrián Javaloy Pablo Sánchez-Martín Amit Levi Isabel Valera GNN 21 10 0 21 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 33 13 0 19 Nov 2022
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Qian Li Jianxin Li Lihong Wang Cheng Ji Yiming Hei Jiawei Sheng Qingyun Sun Shan Xue P. Xie 21 8 0 15 Nov 2022
Inductive Graph Transformer for Delivery Time Estimation Xin Zhou Jinglong Wang Yong Liu Xin Wu Zhiqi Shen Cyril Leung 22 15 0 05 Nov 2022
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection Jiyun Kim Byounghan Lee Kyung-ah Sohn 16 13 0 01 Nov 2022
Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum Chengxiang Jin Jiajun Zhou Jie Jin Jia-Jian Wu Qi Xuan AI4TS 21 9 0 30 Oct 2022
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation Hanrui Wang Pengyu Liu Jinglei Cheng Zhiding Liang Jiaqi Gu ... Yiyu Shi Xuehai Qian D. Pan Frederic T. Chong Song Han 29 31 0 30 Oct 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio' Bruno Lepri Andrea Passerini 46 27 0 27 Oct 2022
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review M. Jafari A. Shoeibi Marjane Khodatars Navid Ghassemi Parisa Moridian ... Yu-Dong Zhang Shui-Hua Wang Juan M Gorriz Hamid Alinejad-Rokny U. Acharya 20 0 0 26 Oct 2022
Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs Jiwoong Park Jisu Jeong Kyungmin Kim Jin Young Choi 22 1 0 26 Oct 2022
Multi-Objective GFlowNets Moksh Jain Sharath Chandra Raparthy Alex Hernandez-Garcia Jarrid Rector-Brooks Yoshua Bengio Santiago Miret Emmanuel Bengio 22 87 0 23 Oct 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering Yaming Yang Ziyu Guan Zhe Wang Wei Zhao Cai Xu Weigang Lu Jianbin Huang SSL 18 39 0 19 Oct 2022
FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks S. Rizvi Nazreen Pallikkavaliyaveetil David Zhang Zhuoyang Lyu Nhi Nguyen ... Amin Karbasi Rex Ying Maria Brbić Rahul M. Dhodapkar David van Dijk GNN AI4CE 13 1 0 17 Oct 2022
TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs Rui Zhang Xiaoyan Zhao Bayu Distiawan Trisedya Min Yang Hong Cheng Jianzhong Qi 19 0 0 16 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 22 0 0 14 Oct 2022
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen Zehao Xiao Xiantong Zhen Cees G. M. Snoek M. Worring OOD 31 4 0 10 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 35 100 0 09 Oct 2022
A Simple Way to Learn Metrics Between Attributed Graphs Yacouba Kaloga Pierre Borgnat Amaury Habrard GNN 12 1 0 26 Sep 2022
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang 27 8 0 23 Sep 2022
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 130 32 0 16 Sep 2022