Graph Matching Networks for Learning the Similarity of Graph Structured Objects

29 April 2019

Papers citing "Graph Matching Networks for Learning the Similarity of Graph Structured Objects"

50 / 209 papers shown

Title
ReGraph: A Tool for Binary Similarity Identification Li Zhou Marc Dacier Charalambos Konstantinou 17 0 0 22 Apr 2025
Flexible Graph Similarity Computation With A Proactive Optimization Strategy Zhouyang Liu Ning Liu Yixin Chen Jiezhong He Dongsheng Li 29 0 0 09 Apr 2025
HeGMN: Heterogeneous Graph Matching Network for Learning Graph Similarity Shilong Sang Ke-Jia Chen Zheng Liu 44 0 0 11 Mar 2025
Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code Gangyang Li Xiuwei Shang Shaoyin Cheng J. Zhang Li Hu Xu Zhu W. Zhang Nenghai Yu 36 0 0 10 Mar 2025
Auto-encoding Molecules: Graph-Matching Capabilities Matter Magnus Cunow Gerrit Großmann GNN 35 0 0 01 Mar 2025
Neural Network Graph Similarity Computation Based on Graph Fusion Zenghui Chang Yiqiao Zhang Hong Cai Chen GNN 73 0 0 25 Feb 2025
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning Runzhong Wang Rui Wang Mrunali Manjrekar Connor W. Coley 64 0 0 25 Feb 2025
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 64 10 0 21 Feb 2025
On the Use of Deep Learning Models for Semantic Clone Detection Subroto Nag Pinku Debajyoti Mondal C. Roy 72 3 0 19 Dec 2024
Graph Similarity Computation via Interpretable Neural Node Alignment Jingjing Wang Hongjie Zhu H. Xie F. Wang Xiaoliang Xu Yuxiang Wang 67 0 0 13 Dec 2024
StrTune: Data Dependence-based Code Slicing for Binary Similarity Detection with Fine-tuned Representation Kaiyan He Yikun Hu Xuehui Li Yunhao Song Yubo Zhao Dawu Gu 69 1 0 19 Nov 2024
Visual-Semantic Graph Matching Net for Zero-Shot Learning Bowen Duan Shiming Chen Yufei Guo Guo-Sen Xie Weiping Ding Yisong Wang 66 0 0 18 Nov 2024
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning Wenjun Wang Jiacheng Lu Kejia Chen Zheng Liu Shilong Sang 20 0 0 06 Nov 2024
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection Yuanyi Wang Haifeng Sun Chengsen Wang Mengde Zhu Jingyu Wang Wei Tang Q. Qi Zirui Zhuang Jianxin Liao AI4TS 27 2 0 11 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
Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis Timothé Watteau Aubin Bonnefoy Simon Illouz-Laurent Joaquim Jusseau Serge Iovleff 35 0 0 12 Jul 2024
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network Yi Zhan Yang Sun Han Weng Longjie Cui Guifeng Wang Jiajun Xie Yu Tian Xiaoming Yin Boyi Liu Dongchi Huang 24 0 0 09 Jul 2024
Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning Jakob Nyberg Pontus Johnson 33 1 0 08 Jul 2024
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations Akash Dutta Ali Jannesari 30 0 0 02 Jul 2024
MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification Tianjun Yao Jiaqi Sun Defu Cao Kun Zhang Guangyi Chen 27 5 0 28 Jun 2024
Efficient Graph Similarity Computation with Alignment Regularization Wei Zhuo Guang Tan 27 17 0 21 Jun 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 44 3 0 19 Jun 2024
Scalable Expressiveness through Preprocessed Graph Perturbations Danial Saber Amirali Salehi-Abari 22 1 0 17 Jun 2024
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets Josh Collyer Tim Watson Iain Phillips GNN 17 0 0 02 Jun 2024
Network Interdiction Goes Neural Lei Zhang Zhiqian Chen Chang-Tien Lu Liang Zhao AAML 41 0 0 26 May 2024
Assemblage: Automatic Binary Dataset Construction for Machine Learning Chang Liu Rebecca Saul Yihao Sun Edward Raff Maya Fuchs Townsend Southard Pantano James Holt Kristopher K. Micinski 27 2 0 07 May 2024
Rapid and Precise Topological Comparison with Merge Tree Neural Networks Yu Qin Brittany Terese Fasy C. Wenk Brian Summa 24 4 0 08 Apr 2024
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 92 2 0 27 Mar 2024
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection Hao Wang Zeyu Gao Chao Zhang Mingyang Sun Yuchen Zhou Han Qiu Xiangwei Xiao 23 8 0 29 Feb 2024
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision Hao Wang Zeyu Gao Chao Zhang Zihan Sha Mingyang Sun Yuchen Zhou Wenyu Zhu Wenju Sun Han Qiu Xiangwei Xiao 30 16 0 26 Feb 2024
Smoothed Graph Contrastive Learning via Seamless Proximity Integration M. Behmanesh M. Ovsjanikov 16 0 0 23 Feb 2024
Representation Learning for Frequent Subgraph Mining Rex Ying Tianyu Fu Andrew Wang Jiaxuan You Yu Wang J. Leskovec GNN 24 1 0 22 Feb 2024
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking Zian Su Xiangzhe Xu Ziyang Huang Zhuo Zhang Yapeng Ye Jianjun Huang Xiangyu Zhang OffRL 35 8 0 19 Feb 2024
Safe Distributed Control of Multi-Robot Systems with Communication Delays Luca Ballotta Rajat Talak AI4CE 16 1 0 14 Feb 2024
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids S. Cho Jae Yong Lee Hyung Ju Hwang GNN AI4CE 16 3 0 13 Feb 2024
EUGENE: Explainable Unsupervised Approximation of Graph Edit Distance with Generalized Edit Costs Aditya Bommakanti Harshith Reddy Vonteri Sayan Ranu Panagiotis Karras 25 0 0 08 Feb 2024
GCBF+: A Neural Graph Control Barrier Function Framework for Distributed Safe Multi-Agent Control Songyuan Zhang Oswin So Kunal Garg Chuchu Fan AI4CE 31 22 0 25 Jan 2024
Graph Edits for Counterfactual Explanations: A comparative study Angeliki Dimitriou Nikolaos Chaidos Maria Lymperaiou Giorgos Stamou BDL 30 0 0 21 Jan 2024
Cross-Inlining Binary Function Similarity Detection Ang Jia Ming Fan Xi Xu Wuxia Jin Haijun Wang Ting Liu 15 4 0 11 Jan 2024
Strong Transitivity Relations and Graph Neural Networks Yassin Mohamadi M. H. Chehreghani GNN 13 2 0 01 Jan 2024
BinGo: Identifying Security Patches in Binary Code with Graph Representation Learning Xu He Shu Wang Pengbin Feng Xinda Wang Shiyu Sun Qi Li Kun Sun 16 1 0 13 Dec 2023
Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection J. Kim M. Urschler Patricia J. Riddle Jörg Simon Wicker AAML 32 0 0 12 Dec 2023
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity S. VenkataKeerthy Soumya Banerjee Sayan Dey Yashas Andaluri PS Raghul S. Kalyanasundaram Fernando Magno Quintao Pereira Ramakrishna Upadrasta 24 3 0 01 Dec 2023
ResMGCN: Residual Message Graph Convolution Network for Fast Biomedical Interactions Discovering Zecheng Yin 10 0 0 13 Nov 2023
MATA: Combining Learnable Node Matching with A Algorithm for Approximate Graph Edit Distance Computation Junfeng Liu Min Zhou Shuai Ma Lujia Pan 29 10 0 04 Nov 2023
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network Lecheng Kong Jiarui Feng Hao Liu Dacheng Tao Yixin Chen Muhan Zhang AI4CE 16 11 0 29 Oct 2023
FASER: Binary Code Similarity Search through the use of Intermediate Representations Josh Collyer Tim Watson Iain Phillips 13 5 0 05 Oct 2023
SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity Casper van Engelenburg Seyran Khademi J. C. V. Gemert 18 1 0 08 Sep 2023
ProvG-Searcher: A Graph Representation Learning Approach for Efficient Provenance Graph Search Enes Altinisik Fatih Deniz H. Sencar 25 15 0 07 Sep 2023
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation Xiaochen Zhu Vincent Y. F. Tan Xiaokui Xiao 22 9 0 06 Sep 2023