How Attentive are Graph Attention Networks?

30 May 2021

Papers citing "How Attentive are Graph Attention Networks?"

50 / 456 papers shown

Title
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization Wenyu Mao Jiancan Wu Haoyang Liu Yongduo Sui Xiang Wang OOD 39 2 0 03 Aug 2024
A Backbone for Long-Horizon Robot Task Understanding Xiaoshuai Chen Wei Chen Dongmyoung Lee Yukun Ge Nicolás Rojas Petar Kormushev 45 3 0 02 Aug 2024
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics Mengjie Zhao C. Taal Stephan Baggerohr Olga Fink AI4CE 30 2 0 26 Jul 2024
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping Jack Breen Katie Allen K. Zucker Nicolas M. Orsi Nishant Ravikumar 53 1 0 25 Jul 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Sukwon Yun Jie Peng Alexandro E. Trevino Chanyoung Park Tianlong Chen 40 1 0 25 Jul 2024
Struct-X: Enhancing Large Language Models Reasoning with Structured Data Xiaoyu Tan Haoyu Wang Xihe Qiu Yuan Cheng Yinghui Xu Wei Chu Yuan Qi 54 4 0 17 Jul 2024
Relaxing Graph Transformers for Adversarial Attacks Philipp Foth Lukas Gosch Simon Geisler Leo Schwinn Stephan Günnemann AAML 50 1 0 16 Jul 2024
Graph Transformers: A Survey Ahsan Shehzad Feng Xia Shagufta Abid Ciyuan Peng Shuo Yu Dongyu Zhang Karin Verspoor AI4CE 34 9 0 13 Jul 2024
Deep Inverse Design for High-Level Synthesis Ping Chang Tosiron Adegbija Yuchao Liao Claudio Talarico Ao Li Janet Roveda 32 0 0 11 Jul 2024
Commute-Time-Optimised Graphs for GNNs Igor Sterner Shiye Su Petar Velickovic 42 2 0 09 Jul 2024
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts Moritz Feik Sebastian Lerch Jan Stühmer 21 0 0 08 Jul 2024
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function Krishna Sri Ipsit Mantri Xinzhi Wang Carola-Bibiane Schönlieb Bruno Ribeiro Beatrice Bevilacqua Moshe Eliasof GNN 49 1 0 02 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 29 1 0 30 Jun 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture Zhengxin Yang Wanling Gao Luzhou Peng Yunyou Huang Fei Tang Jianfeng Zhan 33 0 0 20 Jun 2024
CoDreamer: Communication-Based Decentralised World Models Edan Toledo Amanda Prorok 43 0 0 19 Jun 2024
Composing Object Relations and Attributes for Image-Text Matching Khoi Pham Chuong Huynh Ser-Nam Lim Abhinav Shrivastava CoGe 41 3 0 17 Jun 2024
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models Rui Zhou Chenyang Yuan Frank Permenter Yanxia Zhang Nikos Arechiga Matt Klenk Faez Ahmed DiffM 35 0 0 17 Jun 2024
GKAN: Graph Kolmogorov-Arnold Networks Mehrdad Kiamari Mohammad Kiamari Bhaskar Krishnamachari 36 39 0 10 Jun 2024
I-MPN: Inductive Message Passing Network for Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data Hoang H. Le D. M. Nguyen Omair Shahzad Bhatti Laszlo Kopacsi Thinh P. Ngo Binh T. Nguyen Michael Barz Daniel Sonntag 53 0 0 10 Jun 2024
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation Alexandre Hayderi Amin Saberi Ellen Vitercik Anders Wikum 36 0 0 10 Jun 2024
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network Shirwan Piroti Ashima Chawla Tahar Zanouda GNN 16 2 0 07 Jun 2024
LinkGPT: Teaching Large Language Models To Predict Missing Links Zhongmou He Jing Zhu Shengyi Qian Joyce Chai Danai Koutra LRM 39 1 0 07 Jun 2024
FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models Max Zhu A. Bazaga Pietro Liò AI4CE 38 3 0 06 Jun 2024
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Chi-Sheng Chen Chun-Shu Wei 46 9 0 05 Jun 2024
GATE: How to Keep Out Intrusive Neighbors Nimrah Mustafa R. Burkholz 47 0 0 01 Jun 2024
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs Langzhang Liang Sunwoo Kim Kijung Shin Zenglin Xu Shirui Pan Yuan Qi 37 3 0 31 May 2024
Automatic Graph Topology-Aware Transformer Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Shuyuan Yang ViT 34 2 0 30 May 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 55 4 0 29 May 2024
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach ChungYi Lin Shen-Lung Tung Hung-Ting Su Winston H. Hsu 16 0 0 26 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 26 3 0 18 May 2024
Generative modeling of Sparse Approximate Inverse Preconditioners Mou Li He-Nan Wang P. Jimack 22 1 0 17 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 32 0 0 17 May 2024
Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention Tobias Demmler Andreas Tamke Thao Dang Karsten Haug Lars Mikelsons 33 3 0 16 May 2024
drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network Yoshitaka Inoue Hunmin Lee Tianfan Fu Augustin Luna 35 6 0 14 May 2024
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning Jaejun Lee Minsung Hwang J. Whang 39 1 0 10 May 2024
Robust Collaborative Perception without External Localization and Clock Devices Zixing Lei Zhenyang Ni Ruize Han Shuo Tang Dingju Wang Chen Feng Siheng Chen Yanfeng Wang 21 3 0 05 May 2024
Octopus v4: Graph of language models Wei Chen Zhiyuan Li 32 5 0 30 Apr 2024
Global Concept Explanations for Graphs by Contrastive Learning Jonas Teufel Pascal Friederich 38 1 0 25 Apr 2024
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems Shuo Liu Junhao Shen Hong Qian Aimin Zhou AI4Ed 16 22 0 17 Apr 2024
AGHINT: Attribute-Guided Representation Learning on Heterogeneous Information Networks with Transformer Jinhui Yuan Shan Lu Peibo Duan Jieyue He 37 1 0 16 Apr 2024
Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things Keivan Faghih Niresi Hugo Bissig Henri Baumann Olga Fink AI4CE 46 2 0 11 Apr 2024
GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks Hyung-il Ahn Young Chol Song Santiago Olivar Hershel Mehta Naveen Tewari 19 3 0 11 Apr 2024
Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning Andrew Holliday A. El-geneidy Gregory Dudek 27 0 0 08 Apr 2024
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks Mengjie Zhao C. Taal Stephan Baggerohr Olga Fink 32 4 0 02 Apr 2024
DE-HNN: An effective neural model for Circuit Netlist representation Zhishang Luo Truong Son-Hy Puoya Tabaghi Donghyeon Koh Michael Defferrard Elahe Rezaei Ryan Carey William Rhett Davis Rajeev Jain Yusu Wang 16 5 0 30 Mar 2024
SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks Yaxu Xie A. Pagani Didier Stricker 40 4 0 28 Mar 2024
Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation Chuwen Wang Shirong Zeng Cheng Wang LLMAG LRM 29 2 0 27 Mar 2024
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering Pascal Tilli Ngoc Thang Vu 33 1 0 26 Mar 2024
CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions Azmine Toushik Wasi Taki Hasan Rafi Raima Islam Serbetar Karlo Dong-Kyu Chae 49 0 0 25 Mar 2024
Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP Attila Lischka Jiaming Wu Rafael Basso M. Chehreghani Balázs Kulcsár 43 2 0 25 Mar 2024