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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,886 papers shown

Title
GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization Xiaodong Yang Xiaoting Li Huiyuan Chen Yiwei Cai AAML 50 0 0 20 Aug 2024
AnyGraph: Graph Foundation Model in the Wild Lianghao Xia Chao Huang OOD 101 18 0 20 Aug 2024
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 69 2 0 19 Aug 2024
Community-Centric Graph Unlearning Yi Li Shichao Zhang Guixian Zhang Debo Cheng MU 98 1 0 19 Aug 2024
Heta: Distributed Training of Heterogeneous Graph Neural Networks Yuchen Zhong Junwei Su Chuan Wu Minjie Wang 64 1 0 19 Aug 2024
Learning Regularization for Graph Inverse Problems Moshe Eliasof Md Shahriar Rahim Siddiqui Carola-Bibiane Schönlieb Eldad Haber GNN 195 0 0 19 Aug 2024
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning Yuxia Geng Runkai Zhu Jiaoyan Chen Jintai Chen Zhuo Chen Z. Chen Can Xu Yuxiang Wang Xiaoliang Xu Sheng-Jun Huang CoGe 61 0 0 19 Aug 2024
Fine-gained air quality inference based on low-quality sensing data using self-supervised learning Meng Xu Ke Han Weijian Hu Wen Ji AI4TS 44 0 0 18 Aug 2024
Advancements in Molecular Property Prediction: A Survey of Single and Multimodal Approaches Tanya Liyaqat T. Ahmad Chandni Saxena 83 3 0 18 Aug 2024
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Nuo Xu Peijie Wang Junzhou Zhao Feiyang Sun Lin Lan Jing Tao Li Pan Xiaohong Guan AILaw 117 2 0 18 Aug 2024
E-CGL: An Efficient Continual Graph Learner Jianhao Guo Zixuan Ni Yun Zhu Siliang Tang CLL 96 0 0 18 Aug 2024
Graph Classification with GNNs: Optimisation, Representation and Inductive Bias P. Krishna Kumar a H. G. Ramaswamy 65 0 0 17 Aug 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 102 22 0 17 Aug 2024
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs Hao Li Hao Jiang Jiajun Fan Dongsheng Ye Liang Du 49 3 0 17 Aug 2024
Representation Learning of Geometric Trees Zheng Zhang Allen Zhang Ruth Nelson Giorgio Ascoli Liang Zhao 38 0 0 16 Aug 2024
Neighbor Overlay-Induced Graph Attention Network Tiqiao Wei Ye Yuan GNN 64 1 0 16 Aug 2024
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? Zhongjian Zhang Xiao Wang Huichi Zhou Yue Yu Mengmei Zhang Cheng Yang Chuan Shi AAML 88 9 0 16 Aug 2024
Multilevel Graph Reinforcement Learning for Consistent Cognitive Decision-making in Heterogeneous Mixed Autonomy Xin Gao Zhaoyang Ma Xueyuan Li Xiaoqiang Meng Zirui Li 59 0 0 16 Aug 2024
Mitigating Degree Bias in Signed Graph Neural Networks Fang He Jinhai Deng Ruizhan Xue Maojun Wang Zeyu Zhang 72 3 0 16 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 108 111 0 15 Aug 2024
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 80 0 0 14 Aug 2024
A Nested Graph Reinforcement Learning-based Decision-making Strategy for Eco-platooning Xin Gao Xueyuan Li Hao Liu Ao Li Zhaoyang Ma Zirui Li 60 0 0 14 Aug 2024
Multi-task Heterogeneous Graph Learning on Electronic Health Records Tsai Hor Chan Guosheng Yin Kyongtae Bae Lequan Yu CML 62 4 0 14 Aug 2024
Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals Tobias A. Opsahl 67 3 0 14 Aug 2024
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models Jialiang Wang Shimin Di Hanmo Liu Zhili Wang Jiachuan Wang Lei Chen Xiaofang Zhou 83 0 0 13 Aug 2024
Body Transformer: Leveraging Robot Embodiment for Policy Learning Carmelo Sferrazza Dun-Ming Huang Fangchen Liu Jongmin Lee Pieter Abbeel LM&Ro 88 14 0 12 Aug 2024
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective Chenyu Liu Xinliang Zhou Yihao Wu Yi Ding Liming Zhai Kun Wang Ziyu Jia Yang Liu 62 1 0 12 Aug 2024
What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? Rafał Karczewski Samuel Kaski Markus Heinonen Vikas Garg 114 0 0 12 Aug 2024
Sampling Foundational Transformer: A Theoretical Perspective Viet Anh Nguyen Minh Lenhat Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 105 0 0 11 Aug 2024
Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering Yunhui Liu Tieke He Qing Wu Tao Zheng Jianhua Zhao GNN 89 0 0 11 Aug 2024
Swarm-Net: Firmware Attestation in IoT Swarms using Graph Neural Networks and Volatile Memory Varun Kohli Bhavya Kohli M. Aman Biplab Sikdar 49 0 0 11 Aug 2024
On zero-shot learning in neural state estimation of power distribution systems Aleksandr Berezin Stephan Balduin Thomas Oberließen Sebastian Peter Eric M. S. P. Veith 75 0 0 11 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 71 2 0 10 Aug 2024
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation Wenbo Shang Xuliang Zhu Xin Huang 102 5 0 10 Aug 2024
Cell Morphology-Guided Small Molecule Generation with GFlowNets Stephen Zhewen Lu Ziqing Lu Ehsan Hajiramezanali Tommaso Biancalani Yoshua Bengio Gabriele Scalia Michał Koziarski 77 3 0 09 Aug 2024
Bootstrap Latents of Nodes and Neighbors for Graph Self-Supervised Learning Yunhui Liu Huaisong Zhang Tieke He Tao Zheng Jianhua Zhao SSL 80 6 0 09 Aug 2024
Better Not to Propagate: Understanding Edge Uncertainty and Over-smoothing in Signed Graph Neural Networks Yoonhyuk Choi Jiho Choi Taewook Ko Chong-Kwon Kim 82 0 0 09 Aug 2024
MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure Peng Yuan Peng Tang 63 1 0 09 Aug 2024
Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generation Xingwei Qu Ge Zhang Siwei Wu Yizhi Li Chenghua Lin 95 2 0 08 Aug 2024
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics Yu Zhang Yongxiang Zou Haoyu Zhang Zeyu Liu Houcheng Li Long Cheng AI4CE 70 1 0 08 Aug 2024
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction Yuchen Wang Ziyi Guo Haixia Bi Danfeng Hong Chen Xu SSL 112 3 0 08 Aug 2024
wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech Khai-Nguyen Nguyen Quy-Anh Dang Tan-Hanh Pham Truong-Son Hy 79 0 0 08 Aug 2024
Deep Generative Models for Subgraph Prediction Erfaneh Mahmoudzadeh Parmis Naddaf Kiarash Zahirnia Oliver Schulte BDL GNN 70 0 0 07 Aug 2024
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering Yunhui Liu Xinyi Gao Tieke He Tao Zheng Jianhua Zhao Hongzhi Yin 103 7 0 07 Aug 2024
MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis Wenqi Zhu Yinghua Fu Ze Wang 60 0 0 06 Aug 2024
TSC: A Simple Two-Sided Constraint against Over-Smoothing Furong Peng Kang Liu Xuan Lu Yuhua Qian HongRen Yan Chao Ma 107 0 0 06 Aug 2024
Heterogeneous graph attention network improves cancer multiomics integration Sina Tabakhi Charlotte Vandermeulen Ian Sudbery Haiping Lu 67 0 0 05 Aug 2024
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks Zepeng Zhang Olga Fink GNN 103 1 0 05 Aug 2024
Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach Wanxu Wei Yitong Song Bin Yao 79 7 0 05 Aug 2024
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration Zijian Wang Bin Wang Haifeng Jing Huayu Li Hongbo Dou 45 1 0 03 Aug 2024