Graph Transformer Networks

6 November 2019

Papers citing "Graph Transformer Networks"

50 / 401 papers shown

Title
Multi-Granular Attention based Heterogeneous Hypergraph Neural Network Hong Jin Kaicheng Zhou Jie Yin Lan You Zhifeng Zhou 34 0 0 07 May 2025
Heterogeneous networks in drug-target interaction prediction Mohammad Molaee Nasrollah Moghadam Charkari 28 0 0 22 Apr 2025
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling Chaojian Li Zhifan Ye Massimiliano Lupo Pasini Jong Youl Choi Cheng Wan Y. Lin Prasanna Balaprakash 34 0 0 10 Apr 2025
S2Vec: Self-Supervised Geospatial Embeddings Shushman Choudhury Elad Aharoni Chandrakumari Suvarna Iveel Tsogsuren Abdul Rahman Kreidieh Chun-Ta Lu Neha Arora SSL AI4TS 71 0 0 10 Apr 2025
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction Yoshitaka Inoue Tianfan Fu Augustin Luna 23 0 0 07 Apr 2025
TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection Qiang Qi Xiao Wang ViT 142 0 0 18 Mar 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 52 0 0 18 Mar 2025
HeGMN: Heterogeneous Graph Matching Network for Learning Graph Similarity Shilong Sang Ke-Jia Chen Zheng Liu 44 0 0 11 Mar 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen James Caverlee Irene Z Li HILM 48 0 0 23 Feb 2025
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification Tuan-Anh Yang Truong-Son Hy Phuong D. Dao 39 0 0 22 Feb 2025
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs Yushi Feng Tsai Hor Chan Guosheng Yin Lequan Yu 42 1 0 20 Feb 2025
Capturing Rich Behavior Representations: A Dynamic Action Semantic-Aware Graph Transformer for Video Captioning Caihua Liu Xu Li Wenjing Xue Wei Tang Xia Feng 51 0 0 20 Feb 2025
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence Yuankai Luo Lei Shi Xiao-Ming Wu AI4CE 67 0 0 13 Feb 2025
Simple Path Structural Encoding for Graph Transformers Louis Airale Antonio Longa Mattia Rigon Andrea Passerini Roberto Passerone 90 0 0 13 Feb 2025
GCoT: Chain-of-Thought Prompt Learning for Graphs Xingtong Yu Chang Zhou Zhongwei Kuai Xinming Zhang Yuan Fang LRM 58 2 0 12 Feb 2025
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Shilong Zhang Wenbo Li Shoufa Chen Chongjian Ge Peize Sun Y. Zhang Yi-Xin Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 99 3 0 07 Feb 2025
EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning Shengda Zhuo Jiwang Fang Hongguang Lin Yin Tang Min Chen Changdong Wang Shuqiang Huang 51 0 0 04 Feb 2025
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion Binchi Zhang Zaiyi Zheng Zhengzhang Chen Jundong Li 54 0 0 01 Feb 2025
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models Jiadong Lou Xu Yuan Rui Zhang Xingliang Yuan Neil Gong N. Tzeng AAML 36 1 0 19 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 33 0 0 08 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 52 2 0 08 Jan 2025
OpenGU: A Comprehensive Benchmark for Graph Unlearning Bowen Fan Yuming Ai Xunkai Li Zhilin Guo Rong-Hua Li Guoren Wang MU 43 0 0 06 Jan 2025
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers Markus J. Buehler AI4CE 35 1 0 04 Jan 2025
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 73 0 0 18 Dec 2024
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Ashish Parmanand Pandey Alan John Varghese Sarang Patil Mengjia Xu Mamba 106 0 0 15 Dec 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 67 2 0 26 Nov 2024
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network Jongmin Park Seunghoon Han Jong-Ryul Lee Sungsu Lim 34 0 0 18 Nov 2024
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Dezhen Song Truong Do Truong Son-Hy 3DPC 34 2 0 15 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 43 2 0 05 Nov 2024
Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning Zhuoning Guo Ruiqian Han Hao Liu FedML 23 0 0 04 Nov 2024
A Recipe for Geometry-Aware 3D Mesh Transformers Mohammad Farazi Yalin Wang 48 0 0 31 Oct 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou Weizhi Gao Yuchen Shen Feiyi Wang Xiaorui Liu VLM 28 2 0 30 Oct 2024
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot Sejin Lee Dongha Kim Min Song 27 0 0 30 Oct 2024
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters Haiyang Wang Yue Fan Muhammad Ferjad Naeem Yongqin Xian J. E. Lenssen Liwei Wang F. Tombari Bernt Schiele 41 2 0 30 Oct 2024
Generative AI Enabled Matching for 6G Multiple Access Xudong Wang Hongyang Du Dusit Niyato Lijie Zhou Lei Feng Zhixiang Yang F. I. S. Kevin Zhou Wenjing Li 44 1 0 29 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 34 0 0 29 Oct 2024
Sparse Decomposition of Graph Neural Networks Yaochen Hu Mai Zeng Ge Zhang P. Rumiantsev Liheng Ma Yingxue Zhang Mark Coates 27 0 0 25 Oct 2024
Homomorphism Counts as Structural Encodings for Graph Learning Linus Bao Emily Jin Michael M. Bronstein .Ismail .Ilkan Ceylan Matthias Lanzinger 30 1 0 24 Oct 2024
Graph Transformers Dream of Electric Flow Xiang Cheng Lawrence Carin S. Sra 31 0 0 22 Oct 2024
All You Need is an Improving Column: Enhancing Column Generation for Parallel Machine Scheduling via Transformers Amira Hijazi Osman Ozaltin Reha Uzsoy 36 0 0 21 Oct 2024
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning Guangxin Su Yifan Zhu Wenjie Zhang Hanchen Wang Ying Zhang 36 1 0 15 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 21 0 0 12 Oct 2024
IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks Junchao Lin Zenan Ling Zhanbo Feng Feng Zhou Jingwen Xu Feng Zhou Tianqi Hou Zhenyu Liao Robert C. Qiu GNN AI4CE 50 0 0 11 Oct 2024
Tally: Non-Intrusive Performance Isolation for Concurrent Deep Learning Workloads Wei Zhao Anand Jayarajan Gennady Pekhimenko FedML 41 1 0 09 Oct 2024
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification F. Alharbi Aleksandar Vakanski Boyu Zhang Murtada K. Elbashir Mohanad Mohammed 38 1 0 05 Oct 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning Jiaqing Xie Yue Zhao 33 0 0 02 Oct 2024
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS GNN 42 0 0 01 Oct 2024
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks Mitchell Keren Taraday Almog David Chaim Baskin 26 0 0 28 Sep 2024
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion Xinxu Wei K. Zhao Yong Jiao Nancy B. Carlisle Hua Xie Gregory A. Fonzo Yu Zhang 21 0 0 27 Sep 2024
Range-aware Positional Encoding via High-order Pretraining: Theory and Practice Viet Anh Nguyen Nhat-Khang Ngô Truong Son-Hy AI4CE 22 0 0 27 Sep 2024