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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
CARTE: Pretraining and Transfer for Tabular Learning Myung Jun Kim Léo Grinsztajn Gaël Varoquaux LMTD 149 23 0 26 Feb 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models Yifu Gao Linbo Qiao Zhigang Kan Zhihua Wen Yongquan He Dongsheng Li 87 10 0 26 Feb 2024
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs Tianyu Zhang Chengbin Hou Rui Jiang Xuegong Zhang Chenghu Zhou Ke Tang Hairong Lv 100 4 0 26 Feb 2024
Graph Learning with Distributional Edge Layouts Xinjian Zhao Chaolong Ying Tianshu Yu 71 1 0 26 Feb 2024
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series Chengzhe Piao Taiyu Zhu S. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li AI4TS 67 1 0 26 Feb 2024
More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning Zhipeng Ma Zheyan Tu Xinhai Chen Yan Zhang Deguo Xia Guyue Zhou Yilun Chen Yu Zheng Jiangtao Gong SSL 61 14 0 25 Feb 2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs Anson Bastos Kuldeep Singh Abhishek Nadgeri Manish Singh Toyotaro Suzumura 54 2 0 25 Feb 2024
GraphWiz: An Instruction-Following Language Model for Graph Problems Nuo Chen Yuhan Li Jianheng Tang Jia Li 141 29 0 25 Feb 2024
HiGPT: Heterogeneous Graph Language Model Jiabin Tang Yuhao Yang Wei Wei Lei Shi Long Xia Dawei Yin Chao Huang 120 27 0 25 Feb 2024
PST-Bench: Tracing and Benchmarking the Source of Publications Fanjin Zhang Kun Cao Yukuo Cen Jifan Yu Da Yin Jie Tang 47 9 0 25 Feb 2024
Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks Qian Ma Hongliang Chi Hengrui Zhang Kay Liu Zhiwei Zhang Lu Cheng Suhang Wang Philip S. Yu Yao Ma 82 3 0 24 Feb 2024
Smoothed Graph Contrastive Learning via Seamless Proximity Integration M. Behmanesh M. Ovsjanikov 117 0 0 23 Feb 2024
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning Mingqi Lv HongZhe Gao Xuebo Qiu Tieming Chen Tiantian Zhu 66 3 0 23 Feb 2024
Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory Weichen Zhao Chenguang Wang Xinyan Wang Congying Han Tiande Guo Tianshu Yu 145 0 0 23 Feb 2024
A Comprehensive Survey on Artificial Intelligence for Complex Network: Potential, Methodology and Application Jingtao Ding Chang Liu Y. Zheng Yunke Zhang Zihan Yu ... Hongyi Chen J. Piao Huandong Wang Jiazhen Liu Yong Li AI4CE 83 13 0 23 Feb 2024
Boosting gets full Attention for Relational Learning Mathieu Guillame-Bert Richard Nock LMTD 52 0 0 22 Feb 2024
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks Yifan Duan Guibin Zhang Shilong Wang Xiaojiang Peng Ziqi Wang Junyuan Mao Hao Wu Xinke Jiang Kun Wang 65 9 0 22 Feb 2024
CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation Vuong D. Nguyen Shishir K. Shah 68 3 0 22 Feb 2024
Efficient data selection employing Semantic Similarity-based Graph Structures for model training Roxana Petcu Subhadeep Maji 28 1 0 22 Feb 2024
Graph Parsing Networks Yunchong Song Siyuan Huang Xinbing Wang Cheng Zhou Zhouhan Lin GNN 86 3 0 22 Feb 2024
Multi-modal Stance Detection: New Datasets and Model Bin Liang Ang Li Jingqian Zhao Lin Gui Min Yang Yue Yu Kam-Fai Wong Ruifeng Xu 66 5 0 22 Feb 2024
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education Rui Yang Boming Yang Sixun Ouyang Tianwei She Aosong Feng Yuang Jiang Freddy Lecue Jinghui Lu Irene Li AI4Ed 74 5 0 22 Feb 2024
A Self-supervised Pressure Map human keypoint Detection Approch: Optimizing Generalization and Computational Efficiency Across Datasets Chengzhang Yu Xianjun Yang Wenxia Bao Shaonan Wang Zhiming Yao 3DH 54 1 0 22 Feb 2024
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns Zheyuan Zhang Zehong Wang Shifu Hou Evan Hall Landon Bachman Vincent Galassi Jasmine White Nitesh Chawla Chuxu Zhang Yanfang Ye 71 11 0 21 Feb 2024
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning Vasudev Gohil Satwik Patnaik D. Kalathil Jeyavijayan Rajendran AAML 94 3 0 21 Feb 2024
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning Seungyoon Choi Wonjoong Kim Sungwon Kim Yeonjun In Sein Kim Chanyoung Park CLL 110 6 0 21 Feb 2024
FLAME: Self-Supervised Low-Resource Taxonomy Expansion using Large Language Models Sahil Mishra Ujjwal Sudev Tanmoy Chakraborty 36 3 0 21 Feb 2024
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective Ran Zhang Peiyan Zhang Zheng Fang Qingqing Long AI4CE 75 14 0 21 Feb 2024
LinkSAGE: Optimizing Job Matching Using Graph Neural Networks Ping Liu Haichao Wei Xiaochen Hou Jianqiang Shen Shihai He ... Liang Wu S. Veeraraghavan Alex Tsun Chen-Chen Jiang Wenjing Zhang 54 4 0 20 Feb 2024
Efficiently Predicting Mutational Effect on Homologous Proteins by Evolution Encoding Zhiqiang Zhong Davide Mottin 61 1 0 20 Feb 2024
CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning Ulrik Friis-Jensen Frederik L. Johansen A. Anker Erik B. Dam Kirsten M. Ø. Jensen Raghavendra Selvan AI4CE 111 4 0 20 Feb 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering Chao Xue Di Liang Pengfei Wang Jing Zhang 77 9 0 20 Feb 2024
BuffGraph: Enhancing Class-Imbalanced Node Classification via Buffer Nodes Qian Wang Zemin Liu Zhen Zhang Bingsheng He 77 1 0 20 Feb 2024
Can GNN be Good Adapter for LLMs? Xuanwen Huang Kaiqiao Han Yang Yang Dezheng Bao Quanjin Tao Ziwei Chai Qi Zhu AI4CE 93 45 0 20 Feb 2024
GRAPHGINI: Fostering Individual and Group Fairness in Graph Neural Networks Anuj Kumar Sirohi Anjali Gupta Sayan Ranu Sandeep Kumar Amitabha Bagchi 60 2 0 20 Feb 2024
APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion Nan Xiao Bo Lang Ting Wang Yikai Chen 43 10 0 20 Feb 2024
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM Hejie Cui Xinyu Fang Ran Xu Xuan Kan Joyce C. Ho Carl Yang 83 10 0 19 Feb 2024
Attacks on Node Attributes in Graph Neural Networks Ying Xu Michael Lanier Anindya Sarkar Yevgeniy Vorobeychik GNN AAML 69 3 0 19 Feb 2024
Distilling Large Language Models for Text-Attributed Graph Learning Bo Pan Zhengwu Zhang Yifei Zhang Yuntong Hu Liang Zhao 100 18 0 19 Feb 2024
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning Jongha Lee Sunwoo Kim Kijung Shin AI4TS 86 5 0 19 Feb 2024
Self-Guided Robust Graph Structure Refinement Yeonjun In Kanghoon Yoon Kibum Kim Kijung Shin Chanyoung Park AAML 87 7 0 19 Feb 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks Yankai Chen Yixiang Fang Qiongyan Wang Xin Cao Irwin King 84 10 0 19 Feb 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 121 0 0 18 Feb 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Shuzhou Yuan Ercong Nie Michael Farber Helmut Schmid Hinrich Schütze 85 3 0 18 Feb 2024
Continual Learning on Graphs: Challenges, Solutions, and Opportunities Xikun Zhang Dongjin Song Dacheng Tao CLL 83 10 0 18 Feb 2024
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction Junjian Lu Siwei Liu Dmitrii Kobylianski Etienne Dreyer Eilam Gross Houcheng Su 60 3 0 18 Feb 2024
Cross-Attention Fusion of Visual and Geometric Features for Large Vocabulary Arabic Lipreading Samar Daou Ahmed Rekik A. Ben-Hamadou Abdelaziz Kallel 63 3 0 18 Feb 2024
Graph Out-of-Distribution Generalization via Causal Intervention Qitian Wu Fan Nie Chenxiao Yang Tianyi Bao Junchi Yan OODD OOD AI4CE 102 21 0 18 Feb 2024
Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking Simon Zhang Cheng Xin Tamal K. Dey 57 1 0 17 Feb 2024
ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs Yuhan Li Peisong Wang Zhixun Li Jeffrey Xu Yu Jia Li 97 47 0 17 Feb 2024