Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,389 papers shown

Title
Visual Affordances: Enabling Robots to Understand Object Functionality Tommaso Apicella Alessio Xompero Andrea Cavallaro 43 0 0 08 May 2025
Graph Fourier Transformer with Structure-Frequency Information Yonghui Zhai Yang Zhang Minghao Shang Lihua Pang Yaxin Ren 38 0 0 28 Apr 2025
Learning Hierarchical Interaction for Accurate Molecular Property Prediction Huiyang Hong Xinkai Wu Hongyu Sun Chaoyang Xie Qi Wang Yongqian Li 38 0 0 28 Apr 2025
AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification Wang Tang Fethiye Irmak Dogan Linbo Qing Hatice Gunes 35 0 0 07 Apr 2025
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 58 0 0 03 Apr 2025
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification Jing Wang Jun-En Ding Feng Liu Elisa Kallioniemi Shuqiang Wang Wen-Xiang Tsai A. Yang OOD 48 0 0 02 Apr 2025
Enhancing Software Vulnerability Detection Using Code Property Graphs and Convolutional Neural Networks Amanpreet Singh Saimbhi 48 0 0 23 Mar 2025
Learning Privacy from Visual Entities Alessio Xompero Andrea Cavallaro SSL GNN 63 0 0 16 Mar 2025
Multi-View Node Pruning for Accurate Graph Representation Jiseong Park Hanjin Kim Seojin Kim Jueun Choi 39 0 0 14 Mar 2025
Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code Gangyang Li Xiuwei Shang Shaoyin Cheng Jingyang Zhang Li Hu Xu Zhu Wenbo Zhang Nenghai Yu 41 0 0 10 Mar 2025
GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks Xiao Yue Guangzhi Qu Lige Gan GAN FAtt AI4CE 63 0 0 08 Mar 2025
Technique Inference Engine: A Recommender Model to Support Cyber Threat Hunting Matthew J. Turner Mike Carenzo Jackie Lasky James Morris-King James Ross 33 0 0 04 Mar 2025
Detecting Code Vulnerabilities with Heterogeneous GNN Training Yu Luo Weifeng Xu Dianxiang Xu 41 0 0 24 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 69 22 0 24 Feb 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 38 0 0 24 Feb 2025
Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin Abubakar Isah I. Aliyu Sulaiman Muhammad Rashid Jaehyung Park Minsoo Hahn Jinsul Kim 27 0 0 17 Feb 2025
Effects of Random Edge-Dropping on Over-Squashing in Graph Neural Networks Jasraj Singh Keyue Jiang Brooks Paige Laura Toni 70 1 0 11 Feb 2025
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Shilong Zhang Wenbo Li Shoufa Chen Chongjian Ge Peize Sun Yunke Zhang Yi-Xin Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 101 3 0 07 Feb 2025
Learning Efficient Positional Encodings with Graph Neural Networks Charilaos I. Kanatsoulis Evelyn Choi Stephanie Jegelka Jure Leskovec Alejandro Ribeiro 64 1 0 03 Feb 2025
DoMINO: A Decomposable Multi-scale Iterative Neural Operator for Modeling Large Scale Engineering Simulations Rishikesh Ranade M. A. Nabian Kaustubh Tangsali Alexey Kamenev O. Hennigh Ram Cherukuri S. Choudhry AI4CE 86 2 0 23 Jan 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 67 20 0 17 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks Atmane Ayoub Mansour Bahar Kamel Soaid Ferrahi Mohamed-Lamine Messai H. Seba Karima Amrouche 36 0 0 08 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 95 1 0 03 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 153 0 0 03 Jan 2025
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels Haoxian Ruan Zhihua Xu Zhijing Yang Yongyi Lu Jinghui Qin Tianshui Chen VLM 73 0 0 14 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 96 0 0 10 Dec 2024
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings Billy Joe Franks Moshe Eliasof Semih Cantürk Guy Wolf Carola-Bibiane Schönlieb Sophie Fellenz Marius Kloft AI4CE 86 0 0 10 Dec 2024
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts Zelin Yao Chuang Liu Xianke Meng Yibing Zhan Jia Wu Shirui Pan Wenbin Hu 24 1 0 05 Nov 2024
Enhancing Chess Reinforcement Learning with Graph Representation Tomas Rigaux H. Kashima GNN 29 0 0 31 Oct 2024
Are Large-Language Models Graph Algorithmic Reasoners? Alexander K. Taylor Anthony Cuturrufo Vishal Yathish Mingyu Derek Ma Wei Wang LRM 48 0 0 29 Oct 2024
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks Pau Ferrer-Cid Jose M. Barcelo-Ordinas J. García-Vidal 42 2 0 28 Oct 2024
A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx Shrenik Zinage Ilias Bilionis Peter Meckl 27 0 0 24 Oct 2024
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber Tim Poštuvan Stephan Günnemann Simon Geisler 42 2 0 22 Oct 2024
Focus Where It Matters: Graph Selective State Focused Attention Networks Shikhar Vashistha Neetesh Kumar 30 0 0 21 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
Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks Hao Xing Darius Burschka 31 1 0 10 Oct 2024
Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network Hao Xing Darius Burschka 42 11 0 10 Oct 2024
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation Félix Marcoccia C. Adjih P. Mühlethaler DiffM 20 0 0 09 Oct 2024
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions Stefano Fiorini Giulia M. Bovolenta Stefano Coniglio Michele Ciavotta Pietro Morerio Michele Parrinello Alessio Del Bue GNN AI4CE 168 0 0 09 Oct 2024
FLAG: Financial Long Document Classification via AMR-based GNN Bolun "Namir" Xia Aparna Gupta Mohammed J. Zaki AI4TS AIFin 26 0 0 02 Oct 2024
Graph Edit Distance with General Costs Using Neural Set Divergence Eeshaan Jain Indradyumna Roy Saswat Meher Soumen Chakrabarti A. De 32 3 0 26 Sep 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth Franka Bause Nils M. Kriege Thomas Liebig 35 3 0 17 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 33 0 0 17 Sep 2024
Exploring Rich Subjective Quality Information for Image Quality Assessment in the Wild Xiongkuo Min Yixuan Gao Yuqin Cao Guangtao Zhai Wenjun Zhang Huifang Sun C. Chen 20 10 0 09 Sep 2024
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 43 0 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 38 1 0 27 Aug 2024
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning Sakhinana Sagar Srinivas Venkataramana Runkana AI4CE 38 1 0 27 Aug 2024
CrossInspector: A Static Analysis Approach for Cross-Contract Vulnerability Detection Xiao Chen 18 3 0 27 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 35 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 32 0 0 24 Aug 2024