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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Robust Graph Structure Learning under Heterophily Xuanting Xie Zhao Kang Wenyu Chen 93 4 0 06 Mar 2024
Learning Invariant Representations of Graph Neural Networks via Cluster Generalization Donglin Xia Xiao Wang Nian Liu Chuan Shi 94 11 0 06 Mar 2024
A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation Lirong Wu Haitao Lin Zhangyang Gao Guojiang Zhao Stan Z. Li 91 10 0 06 Mar 2024
Self-Attention Empowered Graph Convolutional Network for Structure Learning and Node Embedding Mengying Jiang Guizhong Liu Yuanchao Su Xinliang Wu GNN SSL 133 3 0 06 Mar 2024
MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding Chun-Peng Chang Shaoxiang Wang A. Pagani Didier Stricker 74 12 0 05 Mar 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 100 1 0 05 Mar 2024
Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease So Yeon Kim Sehee Wang Eun Kyung Choe 97 0 0 05 Mar 2024
Multi-Scale Subgraph Contrastive Learning Yanbei Liu Yu Zhao Xiao Wang Lei Geng Zhitao Xiao 53 13 0 05 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 249 96 0 05 Mar 2024
Encodings for Prediction-based Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah AI4CE 68 4 0 04 Mar 2024
On Latency Predictors for Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah OOD 60 3 0 04 Mar 2024
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks Emré Anakok Pierre Barbillon Colin Fontaine Elisa Thébault CML 63 2 0 04 Mar 2024
Mitigating Label Noise on Graph via Topological Sample Selection Yuhao Wu Jiangchao Yao Xiaobo Xia Jun-chen Yu Ruxing Wang Bo Han Tongliang Liu NoLa 111 2 0 04 Mar 2024
RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space Li Sun Mengjie Li Yong Yang Xiao Li Lin Liu Pengfei Zhang Haohua Du 80 1 0 04 Mar 2024
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations Lin Xu Qixian Zhou Jinlan Fu See-Kiong Ng 70 0 0 04 Mar 2024
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 106 3 0 04 Mar 2024
Hypertext Entity Extraction in Webpage Yifei Yang Tianqiao Liu Bo Shao Hai Zhao Linjun Shou Ming Gong Daxin Jiang 61 1 0 04 Mar 2024
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network Renjie Xu Guangwei Wu Weiping Wang Xing Gao An He Zhengpeng Zhang SSL 75 27 0 03 Mar 2024
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention Qincheng Lu Jiaqi Zhu Sitao Luan Xiaomeng Chang 77 5 0 03 Mar 2024
Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation Zhen Zhang Meihan Liu Anhui Wang Hongyang Chen Zhao Li Jiajun Bu Bingsheng He TTA 86 13 0 03 Mar 2024
Collective Certified Robustness against Graph Injection Attacks Y. Lai Bailin Pan Kaihuang Chen Yancheng Yuan Kai Zhou AAML 88 2 0 03 Mar 2024
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks Tianyu Fan Lirong Wu Yufei Huang Haitao Lin Cheng Tan Zhangyang Gao Stan Z. Li 91 3 0 03 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 72 18 0 02 Mar 2024
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time Chenhui Deng Zichao Yue Zhiru Zhang 147 31 0 02 Mar 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment Luyao Wang Pengnian Qi Xigang Bao Chunlai Zhou Biao Qin 66 11 0 02 Mar 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 112 12 0 02 Mar 2024
OpenGraph: Towards Open Graph Foundation Models Lianghao Xia Ben Kao Chao Huang AI4CE 109 41 0 02 Mar 2024
Pairwise Alignment Improves Graph Domain Adaptation Shikun Liu Deyu Zou Han Zhao Pan Li OOD 116 9 0 02 Mar 2024
Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework Junxian Li Bin Shi Erfei Cui Hua Wei Qinghua Zheng 92 0 0 02 Mar 2024
GraphRCG: Self-Conditioned Graph Generation Song Wang Zhen Tan Xinyu Zhao Tianlong Chen Huan Liu Wenlin Yao 68 0 0 02 Mar 2024
An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce Nurendra Choudhary E-Wen Huang Karthik Subbian Chandan K. Reddy 53 3 0 01 Mar 2024
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems Zijie Huang Jeehyun Hwang Junkai Zhang Jinwoo Baik Weitong Zhang Dominik Wodarz Yizhou Sun Q. Gu Wei Wang CML AI4CE 96 4 0 29 Feb 2024
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly Gianluca Scarpellini Stefano Fiorini Francesco Giuliari Pietro Morerio Alessio Del Bue 130 17 0 29 Feb 2024
Decoupled Subgraph Federated Learning Javad Aliakbari Johan Ostman Alexandre Graell i Amat FedML 102 0 0 29 Feb 2024
GraphPub: Generation of Differential Privacy Graph with High Availability Wanghan Xu Bin Shi Ao Liu Jiqiang Zhang Bo Dong 62 2 0 28 Feb 2024
GNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks Amir Jalalirad Davide Belli Bence Major Songwon Jee Himanshu Shah Will Morrison 58 1 0 28 Feb 2024
Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph Fatemeh Nassajian Mojarrad Lorenzo Bini Thomas Matthes Stéphane Marchand-Maillet 97 1 0 28 Feb 2024
FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking Lorenzo Bini Fatemeh Nassajian Mojarrad Margarita Liarou Thomas Matthes Stéphane Marchand-Maillet 52 3 0 28 Feb 2024
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames Keith M. Davis Ruisheng Cao Su Zhu Sheng Jiang Hanchong Zhang Lu Chen Tuukka Ruotsalo 63 2 0 28 Feb 2024
Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions Mengying Jiang Guizhong Liu Yuanchao Su Weiqiang Jin Biao Zhao 100 3 0 28 Feb 2024
Representation learning in multiplex graphs: Where and how to fuse information? Piotr Bielak Tomasz Kajdanowicz GNN SSL 45 3 0 27 Feb 2024
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem Cong Zhang Zhiguang Cao Yaoxin Wu Wen Song Jing-rong Sun 61 3 0 27 Feb 2024
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems Junjie Huang Jinyang Liu Zhuangbin Chen Zhihan Jiang Yichen Li Jiazhen Gu Cong Feng Zengyin Yang Yongqiang Yang Michael R. Lyu 56 10 0 27 Feb 2024
A case study of sending graph neural networks back to the test bench for applications in high-energy particle physics Emanuel Pfeffer M. Wassmer Yee-Ying Cung R. Wolf U. Husemann 30 1 0 27 Feb 2024
GIN-SD: Source Detection in Graphs with Incomplete Nodes via Positional Encoding and Attentive Fusion Le Cheng Peican Zhu Keke Tang Chao Gao Zhen Wang 64 18 0 27 Feb 2024
LocalGCL: Local-aware Contrastive Learning for Graphs Haojun Jiang Jiawei Sun Jie Li Chentao Wu SSL 43 1 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 120 12 0 27 Feb 2024
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling Ruizhe Zhong Junjie Ye Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Junchi Yan 88 8 0 27 Feb 2024
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0 Taein Kang Soyul Han Sunmook Choi Jaejin Seo Sanghyeok Chung Seungeun Lee Seungsang Oh Il-Youp Kwak 96 8 0 27 Feb 2024
RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection Haolin Li Shuyang Jiang Lifeng Zhang Siyuan Du Guangnan Ye Hongfeng Chai 101 0 0 27 Feb 2024