Graph Transformer Networks

6 November 2019

Papers citing "Graph Transformer Networks"

50 / 401 papers shown

Title
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information Wenzhuo Zhou Annie Qu Keiland W Cooper Norbert Fortin B. Shahbaba 28 1 0 23 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 21 0 0 22 Sep 2023
Filtration Surfaces for Dynamic Graph Classification Franz Srambical Bastian Alexander Rieck 19 1 0 07 Sep 2023
Generalized Simplicial Attention Neural Networks Claudio Battiloro Lucia Testa Lorenzo Giusti S. Sardellitti P. Lorenzo Sergio Barbarossa 25 18 0 05 Sep 2023
UGSL: A Unified Framework for Benchmarking Graph Structure Learning Bahare Fatemi Sami Abu-El-Haija Anton Tsitsulin Seyed Mehran Kazemi Dustin Zelle Neslihan Bulut Jonathan J. Halcrow Bryan Perozzi 46 10 0 21 Aug 2023
CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning Tianhao Peng Yu Liang Wenjun Wu Jiankai Ren Zhao Pengrui Yanjun Pu 29 12 0 30 Jul 2023
Application of BERT in Wind Power Forecasting-Teletraan's Solution in Baidu KDD Cup 2022 Longxing Tan HONG-YI Yue 11 4 0 18 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Rui Zhang Yixin Su Bayu Distiawan Trisedya Xiaoyan Zhao Min Yang Hong Cheng Jianzhong Qi 24 19 0 18 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 19 2 0 17 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 23 9 0 10 Jul 2023
Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Tsai Hor Chan Fernando Julio Cendra Lan Ma Guosheng Yin Lequan Yu 28 44 0 09 Jul 2023
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks Guanghui Zhu Zhen-Wei Zhu Hongyang Chen C. Yuan Y. Huang 36 3 0 04 Jul 2023
All in One: Multi-task Prompting for Graph Neural Networks Xiangguo Sun Hongtao Cheng Jia Li Bo Liu Jihong Guan LLMAG AI4CE 30 129 0 04 Jul 2023
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes Giuseppe Vecchio Luca Prezzavento C. Pino Francesco Rundo S. Palazzo C. Spampinato 27 5 0 03 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling D. Dhami Kristian Kersting NAI 26 6 0 03 Jul 2023
SUGAR: Spherical Ultrafast Graph Attention Framework for Cortical Surface Registration Jianxun Ren Ning An Youjia Zhang Danyang Wang Zhenyu Sun ... Qingyu Hu P. Zhang D. Hu Danhong Wang Hesheng Liu 25 4 0 02 Jul 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements Syed Rifat Raiyan Md. Nafis Faiyaz S. Kabir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 25 11 0 24 Jun 2023
Task-Driven Graph Attention for Hierarchical Relational Object Navigation Michael Lingelbach Chengshu Li Minjune Hwang Andrey Kurenkov Alan Lou Roberto Martín-Martín Ruohan Zhang Li Fei-Fei Jiajun Wu 24 5 0 23 Jun 2023
Molecular geometric deep learning Cong Shen Jiawei Luo Kelin Xia AI4CE 11 13 0 22 Jun 2023
Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method Shuo Han Jiachegn Liu Jiayun Wu Yinan Chen Li Tao 16 0 0 20 Jun 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 114 69 0 19 Jun 2023
MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals Donghong Cai Junru Chen Yang Yang Te-Chun Liu Yafeng Li 8 20 0 15 Jun 2023
BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning Junru Chen Yang Yang Tao Yu Yingying Fan Xiaolong Mo Carl Yang DiffM MedIm 6 27 0 15 Jun 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 19 171 0 11 Jun 2023
Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction Xuan Lin Lichang Dai Yafang Zhou Zunpeng Yu Wen Zhang ... Li Zeng Hao-Heng Chen Bosheng Song Philip S. Yu Xiangxiang Zeng GNN 21 56 0 08 Jun 2023
Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design Julien Roy Pierre-Luc Bacon C. Pal Emmanuel Bengio AI4CE 24 14 0 07 Jun 2023
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials Mingguo He Zhewei Wei Shi Feng Zhengjie Huang Weibin Li Yu Sun Dianhai Yu 19 6 0 31 May 2023
There is more to graphs than meets the eye: Learning universal features with self-supervision L. Das Sai Munikoti M. Halappanavar SSL OOD 19 1 0 31 May 2023
FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design Chenyi Liu Vaneet Aggarwal Tian-Shing Lan Nan Geng Yuan Yang Mingwei Xu Qing Li GNN 12 3 0 30 May 2023
Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions Bo Wang Huishuai Zhang Zhirui Ma Wei Chen 32 48 0 29 May 2023
Self-attention Dual Embedding for Graphs with Heterophily Yurui Lai Taiyan Zhang Rui Fan GNN 31 0 0 28 May 2023
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks Kai Zhang Jun Yu Eashan Adhikarla Rong-Er Zhou Zhilin Yan ... Xun Chen Yong Chen Quanzheng Li Hongfang Liu Lichao Sun LM&MA MedIm 29 154 0 26 May 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 23 3 0 26 May 2023
Unifying gradient regularization for Heterogeneous Graph Neural Networks Xiao Yang Xuejiao Zhao Zhiqi Shen 19 0 0 25 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 21 5 0 24 May 2023
Road Planning for Slums via Deep Reinforcement Learning Y. Zheng Hongyuan Su Jingtao Ding Depeng Jin Yong Li 9 12 0 22 May 2023
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph Chenguang Du Kaichun Yao Hengshu Zhu Deqing Wang Fuzhen Zhuang Hui Xiong 26 6 0 18 May 2023
FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks Xinyu Fu Irwin King FedML 28 3 0 16 May 2023
DRew: Dynamically Rewired Message Passing with Delay Benjamin Gutteridge Xiaowen Dong Michael M. Bronstein Francesco Di Giovanni 32 58 0 13 May 2023
Mlinear: Rethink the Linear Model for Time-series Forecasting Wei Li Xiangxu Meng Chuhao Chen Jianing Chen AI4TS 18 6 0 08 May 2023
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning E. Lee Joyce C. Ho 19 2 0 04 May 2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters Bo Hui Jocelyn M Mora Adrian V. Dalca I. Aganj 37 22 0 03 May 2023
Multimodal Graph Transformer for Multimodal Question Answering Xuehai He Xin Eric Wang 29 7 0 30 Apr 2023
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention Xiao Liu Jian Zhang Heng Zhang Fuzhao Xue Yang You 35 13 0 29 Apr 2023
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems Liam Daly Manocchio S. Layeghy Wai Weng Lo Gayan K. Kulatilleke Mohanad Sarhan Marius Portmann 29 43 0 28 Apr 2023
Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network Nian Liu Xiao Wang Hui-jun Han Chuan Shi SSL 20 5 0 24 Apr 2023
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks Chao Li Hao Xu Kun He 21 3 0 23 Apr 2023
Bi-Level Attention Graph Neural Networks Roshni G. Iyer Wen Wang Yizhou Sun GNN 23 17 0 23 Apr 2023
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding Junyao Wang Arnav V. Malawade Junhong Zhou Shi Yu Mohammad Abdullah Al Faruque 25 10 0 17 Apr 2023
Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs Zhaoliang Chen Zhihao Wu Luying Zhong Claudia Plant Shiping Wang Wenzhong Guo 15 9 0 13 Apr 2023