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Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Zixian Zhang Takfarinas Saber 24 0 0 17 Jun 2025
Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management DongNyeong Heo Daniela N. Rim Heeyoul Choi 28 0 0 16 Jun 2025
Starting Positions Matter: A Study on Better Weight Initialization for Neural Network Quantization S. Yun A. Wong MQ 106 0 0 12 Jun 2025
Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph Yufeng Wang Yuhong Feng Yixuan Cao Haoran Li Haiyue Feng Yifeng Wang 48 0 0 06 Jun 2025
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding Manuel Lecha Andrea Cavallo Francesca Dominici Ran Levi Alessio Del Bue Elvin Isufi Pietro Morerio Claudio Battiloro AI4CE 113 0 0 23 May 2025
Exploring Graph Representations of Logical Forms for Language Modeling Michael Sullivan AI4CE 51 0 0 20 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Puzhen Wu Yuanfeng Song Dun Zeng Boyi Liu ... Qianru Zhang Dong Huang Xiaoming Yin Yang Sun Xing Chen 59 0 0 18 May 2025
Visual Affordances: Enabling Robots to Understand Object Functionality Tommaso Apicella Alessio Xompero Andrea Cavallaro 134 0 0 08 May 2025
Learning Hierarchical Interaction for Accurate Molecular Property Prediction Huiyang Hong Xinkai Wu Hongyu Sun Chaoyang Xie Qi Wang Yongqian Li 197 0 0 28 Apr 2025
Graph Fourier Transformer with Structure-Frequency Information Yonghui Zhai Yang Zhang Minghao Shang Lihua Pang Yaxin Ren 137 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 71 0 0 07 Apr 2025
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 75 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 75 1 0 02 Apr 2025
Enhancing Software Vulnerability Detection Using Code Property Graphs and Convolutional Neural Networks Amanpreet Singh Saimbhi 95 0 0 23 Mar 2025
Learning Privacy from Visual Entities Alessio Xompero Andrea Cavallaro SSL GNN 114 0 0 16 Mar 2025
Multi-View Node Pruning for Accurate Graph Representation Jiseong Park Hanjin Kim Seojin Kim Jueun Choi 146 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 Jing Zhang Li Hu Xu Zhu Weinan Zhang Nenghai Yu 71 1 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 108 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 51 0 0 04 Mar 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 289 23 0 24 Feb 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 81 0 0 24 Feb 2025
Detecting Code Vulnerabilities with Heterogeneous GNN Training Yu Luo Weifeng Xu Dianxiang Xu 115 0 0 24 Feb 2025
A Signed Graph Approach to Understanding and Mitigating Oversmoothing in GNNs Jiaqi Wang Xinyi Wu James Cheng Yifei Wang 36 0 0 17 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 Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 237 6 0 07 Feb 2025
Learning Efficient Positional Encodings with Graph Neural Networks Charilaos I. Kanatsoulis Evelyn Choi Stephanie Jegelka Jure Leskovec Alejandro Ribeiro 144 5 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 191 3 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 201 21 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 90 0 0 08 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 432 0 0 03 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 223 2 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 118 1 0 14 Dec 2024
Repository-Level Graph Representation Learning for Enhanced Security Patch Detection Xin-Cheng Wen Zirui Lin Cuiyun Gao Hongyu Zhang Yong Wang Qing Liao 81 2 0 11 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 128 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 152 1 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 Hongzhi Zhang Shirui Pan Wenbin Hu 66 2 0 05 Nov 2024
Enhancing Chess Reinforcement Learning with Graph Representation Tomas Rigaux H. Kashima GNN 70 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 147 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 214 4 0 28 Oct 2024
A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx Shrenik Zinage Ilias Bilionis Peter Meckl 48 0 0 24 Oct 2024
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber Tim Poštuvan Stephan Günnemann Simon Geisler 78 3 0 22 Oct 2024
Focus Where It Matters: Graph Selective State Focused Attention Networks Shikhar Vashistha Neetesh Kumar 64 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 56 2 0 12 Oct 2024
Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks Hao Xing Darius Burschka 73 1 0 10 Oct 2024
Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network Hao Xing Darius Burschka 97 12 0 10 Oct 2024
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation Félix Marcoccia C. Adjih P. Mühlethaler DiffM 56 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 432 0 0 09 Oct 2024
FLAG: Financial Long Document Classification via AMR-based GNN Bolun "Namir" Xia Aparna Gupta Mohammed J Zaki AI4TS AIFin 84 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 80 4 0 26 Sep 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth Franka Bause Nils M. Kriege Thomas Liebig 83 4 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 99 0 0 17 Sep 2024