Graph Neural Networks - 2024-11
Graph Neural Networks - 2024-11
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-11-29 | SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition | Fangze Fu et.al. | 2411.19822 | translate | read | null |
| 2024-11-29 | PerLA: Perceptive 3D Language Assistant | Guofeng Mei et.al. | 2411.19774 | translate | read | link |
| 2024-11-29 | Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph | Heloisa Oss Boll et.al. | 2411.19742 | translate | read | link |
| 2024-11-29 | RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks | Tae-Hoon Lee et.al. | 2411.19517 | translate | read | null |
| 2024-11-29 | ContextGNN: Beyond Two-Tower Recommendation Systems | Yiwen Yuan et.al. | 2411.19513 | translate | read | link |
| 2024-11-29 | Graph-Enhanced EEG Foundation Model | Limin Wang et.al. | 2411.19507 | translate | read | null |
| 2024-11-29 | Gradient Inversion Attack on Graph Neural Networks | Divya Anand Sinha et.al. | 2411.19440 | translate | read | null |
| 2024-11-28 | Scale Invariance of Graph Neural Networks | Qin Jiang et.al. | 2411.19392 | translate | read | link |
| 2024-11-28 | GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Yonggai Zhuang et.al. | 2411.18997 | translate | read | null |
| 2024-11-28 | NeuroLifting: Neural Inference on Markov Random Fields at Scale | Yaomin Wang et.al. | 2411.18954 | translate | read | null |
| 2024-11-27 | Perturbation Ontology based Graph Attention Networks | Yichen Wang et.al. | 2411.18520 | translate | read | null |
| 2024-11-27 | Learning optimal objective values for MILP | Lara Scavuzzo et.al. | 2411.18321 | translate | read | link |
| 2024-11-27 | Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification | Mingsen Du et.al. | 2411.18043 | translate | read | null |
| 2024-11-27 | Causal and Local Correlations Based Network for Multivariate Time Series Classification | Mingsen Du et.al. | 2411.18008 | translate | read | null |
| 2024-11-27 | Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Seungyeon Kim et.al. | 2411.17971 | translate | read | null |
| 2024-11-26 | Spatio-temporal Causal Learning for Streamflow Forecasting | Shu Wan et.al. | 2411.17937 | translate | read | null |
| 2024-11-26 | GNN 101: Visual Learning of Graph Neural Networks in Your Web Browser | Yilin Lu et.al. | 2411.17849 | translate | read | null |
| 2024-11-26 | Instance-Aware Graph Prompt Learning | Jiazheng Li et.al. | 2411.17676 | translate | read | null |
| 2024-11-27 | A Combined Feature Embedding Tools for Multi-Class Software Defect and Identification | Md. Fahim Sultan et.al. | 2411.17621 | translate | read | null |
| 2024-11-26 | A Graph Neural Network deep-dive into successful counterattacks | Joris Bekkers et.al. | 2411.17450 | translate | read | null |
| 2024-11-26 | Rewiring Techniques to Mitigate Oversquashing and Oversmoothing in GNNs: A Survey | Hugo Attali et.al. | 2411.17429 | translate | read | null |
| 2024-11-26 | Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Yufan Zheng et.al. | 2411.17372 | translate | read | null |
| 2024-11-26 | Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification | Yuanchen Bei et.al. | 2411.17350 | translate | read | link |
| 2024-11-26 | Knowledge-aware Evolutionary Graph Neural Architecture Search | Chao Wang et.al. | 2411.17339 | translate | read | link |
| 2024-11-26 | GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers | Guoguo Ai et.al. | 2411.17296 | translate | read | link |
| 2024-11-26 | DGNN-YOLO: Dynamic Graph Neural Networks with YOLO11 for Small Object Detection and Tracking in Traffic Surveillance | Shahriar Soudeep et.al. | 2411.17251 | translate | read | null |
| 2024-11-26 | GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Weiqi Chen et.al. | 2411.17218 | translate | read | null |
| 2024-11-25 | Limeade: Let integer molecular encoding aid | Shiqiang Zhang et.al. | 2411.16623 | translate | read | null |
| 2024-11-25 | Application of Graph Networks to a wide-field Water-Cherenkov-based Gamma-Ray Observatory | Jonas Glombitza et.al. | 2411.16565 | translate | read | null |
| 2024-11-25 | Graph Neural Networks-based Parameter Design towards Large-Scale Superconducting Quantum Circuits for Crosstalk Mitigation | Hao Ai et.al. | 2411.16354 | translate | read | null |
| 2024-11-25 | A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Pol Puigdemont et.al. | 2411.16342 | translate | read | null |
| 2024-11-25 | Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning | Toyotaro Suzumura et.al. | 2411.16155 | translate | read | null |
| 2024-11-25 | Multi-Robot Reliable Navigation in Uncertain Topological Environments with Graph Attention Networks | Zhuoyuan Yu et.al. | 2411.16134 | translate | read | null |
| 2024-11-25 | DF-GNN: Dynamic Fusion Framework for Attention Graph Neural Networks on GPUs | Jiahui Liu et.al. | 2411.16127 | translate | read | null |
| 2024-11-25 | Comparative Analysis of Machine Learning Models for Short-Term Distribution System Load Forecasting | Elias Raffoul et.al. | 2411.16118 | translate | read | null |
| 2024-11-25 | SuperGCN: General and Scalable Framework for GCN Training on CPU-powered Supercomputers | Chen Zhuang et.al. | 2411.16025 | translate | read | null |
| 2024-11-23 | Haar-Laplacian for directed graphs | Theodor-Adrian Badea et.al. | 2411.15527 | translate | read | null |
| 2024-11-22 | Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections | Youwei Zhou et.al. | 2411.14796 | translate | read | link |
| 2024-11-22 | Attributed Graph Clustering via Generalized Quaternion Representation Learning | Junyang Chen et.al. | 2411.14727 | translate | read | null |
| 2024-11-22 | Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods | Shuming Liang et.al. | 2411.14711 | translate | read | link |
| 2024-11-21 | Swift: A Multi-FPGA Framework for Scaling Up Accelerated Graph Analytics | Oluwole Jaiyeoba et.al. | 2411.14554 | translate | read | null |
| 2024-11-21 | Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Yuxuan Gu et.al. | 2411.14192 | translate | read | null |
| 2024-11-21 | Predicting rigidity and connectivity percolation in disordered particulate networks using graph neural networks | D. A. Head et.al. | 2411.14159 | translate | read | null |
| 2024-11-21 | Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks | Wenqiang Xu et.al. | 2411.14158 | translate | read | null |
| 2024-11-21 | GNN-MultiFix: Addressing the pitfalls for GNNs for multi-label node classification | Tianqi Zhao et.al. | 2411.14094 | translate | read | null |
| 2024-11-21 | Interpretable QSPR Modeling using Recursive Feature Machines and Multi-scale Fingerprints | Jiaxuan Shen et.al. | 2411.14079 | translate | read | null |
| 2024-11-21 | Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference | Yunhui Liu et.al. | 2411.14035 | translate | read | link |
| 2024-11-21 | Topology-Aware Popularity Debiasing via Simplicial Complexes | Yanbiao Ji et.al. | 2411.13892 | translate | read | null |
| 2024-11-21 | Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Botao Wang et.al. | 2411.13821 | translate | read | null |
| 2024-11-21 | On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks | Chenyang Wu et.al. | 2411.13805 | translate | read | null |
| 2024-11-20 | Investigating Graph Neural Networks and Classical Feature-Extraction Techniques in Activity-Cliff and Molecular Property Prediction | Markus Dablander et.al. | 2411.13688 | translate | read | null |
| 2024-11-20 | Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse | S. Chapagain et.al. | 2411.13534 | translate | read | null |
| 2024-11-20 | Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Farrukh A. Chishtie et.al. | 2411.13496 | translate | read | null |
| 2024-11-20 | Predicting Wall Thickness Changes in Cold Forging Processes: An Integrated FEM and Neural Network approach | Sasa Ilic et.al. | 2411.13366 | translate | read | null |
| 2024-11-20 | Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions | Mai Elkady et.al. | 2411.13358 | translate | read | null |
| 2024-11-20 | AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation | Houcheng Su et.al. | 2411.13152 | translate | read | null |
| 2024-11-20 | Domain Adaptive Unfolded Graph Neural Networks | Zepeng Zhang et.al. | 2411.13137 | translate | read | null |
| 2024-11-20 | Incremental Label Distribution Learning with Scalable Graph Convolutional Networks | Ziqi Jia et.al. | 2411.13097 | translate | read | null |
| 2024-11-20 | ORID: Organ-Regional Information Driven Framework for Radiology Report Generation | Tiancheng Gu et.al. | 2411.13025 | translate | read | null |
| 2024-11-20 | Epidemiology-informed Network for Robust Rumor Detection | Wei Jiang et.al. | 2411.12949 | translate | read | null |
| 2024-11-19 | MLDGG: Meta-Learning for Domain Generalization on Graphs | Qin Tian et.al. | 2411.12913 | translate | read | null |
| 2024-11-19 | Benchmarking Positional Encodings for GNNs and Graph Transformers | Florian Grötschla et.al. | 2411.12732 | translate | read | link |
| 2024-11-19 | Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nikhil Garuda et.al. | 2411.12629 | translate | read | null |
| 2024-11-19 | GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Yiliang Yuan et.al. | 2411.12597 | translate | read | null |
| 2024-11-19 | Topological Symmetry Enhanced Graph Convolution for Skeleton-Based Action Recognition | Zeyu Liang et.al. | 2411.12560 | translate | read | null |
| 2024-11-19 | Bias Free Sentiment Analysis | Hubert Plisiecki et.al. | 2411.12493 | translate | read | null |
| 2024-11-19 | Graph as a feature: improving node classification with non-neural graph-aware logistic regression | Simon Delarue et.al. | 2411.12330 | translate | read | link |
| 2024-11-19 | E-STGCN: Extreme Spatiotemporal Graph Convolutional Networks for Air Quality Forecasting | Madhurima Panja et.al. | 2411.12258 | translate | read | null |
| 2024-11-18 | Cartesian Atomic Moment Machine Learning Interatomic Potentials | Mingjian Wen et.al. | 2411.12096 | translate | read | null |
| 2024-11-18 | Efficient and Robust Continual Graph Learning for Graph Classification in Biology | Ding Zhang et.al. | 2411.11668 | translate | read | null |
| 2024-11-18 | Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting | Gabriele Immordino et.al. | 2411.11592 | translate | read | null |
| 2024-11-18 | GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code | Varun Gadey et.al. | 2411.11567 | translate | read | null |
| 2024-11-18 | Graph Artificial Intelligence for Quantifying Compatibility Mechanisms in Traditional Chinese Medicine | Jingqi Zeng et.al. | 2411.11474 | translate | read | link |
| 2024-11-18 | Physics meets Topology: Physics-informed topological neural networks for learning rigid body dynamics | Amaury Wei et.al. | 2411.11467 | translate | read | null |
| 2024-11-18 | Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting | Hongjun Wang et.al. | 2411.11448 | translate | read | null |
| 2024-11-18 | The GECo algorithm for Graph Neural Networks Explanation | Salvatore Calderaro et.al. | 2411.11391 | translate | read | null |
| 2024-11-18 | Graph Neural Networks on Graph Databases | Dmytro Lopushanskyy et.al. | 2411.11375 | translate | read | null |
| 2024-11-18 | Dual-Frequency Filtering Self-aware Graph Neural Networks for Homophilic and Heterophilic Graphs | Yachao Yang et.al. | 2411.11284 | translate | read | null |
| 2024-11-18 | Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network | Jongmin Park et.al. | 2411.11283 | translate | read | null |
| 2024-11-15 | Bitcoin Research with a Transaction Graph Dataset | Hugo Schnoering et.al. | 2411.10325 | translate | read | null |
| 2024-11-15 | DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation | Yingxu Wang et.al. | 2411.10000 | translate | read | null |
| 2024-11-14 | NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer | Qiang Li et.al. | 2411.09766 | translate | read | null |
| 2024-11-15 | Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows | M. Quattromini et.al. | 2411.09476 | translate | read | null |
| 2024-11-14 | SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers | Shravan Venkatraman et.al. | 2411.09420 | translate | read | link |
| 2024-11-14 | Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures | Shuzhi Gong et.al. | 2411.09389 | translate | read | null |
| 2024-11-14 | Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting | Weilin Ruan et.al. | 2411.09251 | translate | read | null |
| 2024-11-14 | Neural Graph Simulator for Complex Systems | Hoyun Choi et.al. | 2411.09120 | translate | read | null |
| 2024-11-14 | Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems | Jia Guo et.al. | 2411.09104 | translate | read | null |
| 2024-11-13 | Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Sanggeon Yun et.al. | 2411.09072 | translate | read | null |
| 2024-11-13 | Predictive Visuo-Tactile Interactive Perception Framework for Object Properties Inference | Anirvan Dutta et.al. | 2411.09020 | translate | read | null |
| 2024-11-13 | Flow reconstruction in time-varying geometries using graph neural networks | Bogdan A. Danciu et.al. | 2411.08764 | translate | read | null |
| 2024-11-13 | ScaleNet: Scale Invariance Learning in Directed Graphs | Qin Jiang et.al. | 2411.08758 | translate | read | link |
| 2024-11-13 | Gaussian Mixture Models Based Augmentation Enhances GNN Generalization | Yassine Abbahaddou et.al. | 2411.08638 | translate | read | link |
| 2024-11-13 | TDGCN-Based Mobile Multiuser Physical-Layer Authentication for EI-Enabled IIoT | Rui Meng et.al. | 2411.08628 | translate | read | null |
| 2024-11-13 | NavAgent: Multi-scale Urban Street View Fusion For UAV Embodied Vision-and-Language Navigation | Youzhi Liu et.al. | 2411.08579 | translate | read | null |
| 2024-11-13 | Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Azmine Toushik Wasi et.al. | 2411.08550 | translate | read | null |
| 2024-11-13 | SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor | Han-Guang Wang et.al. | 2411.08521 | translate | read | null |
| 2024-11-13 | A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Feiyu Yin et.al. | 2411.08424 | translate | read | null |
| 2024-11-13 | DiVR: incorporating context from diverse VR scenes for human trajectory prediction | Franz Franco Gallo et.al. | 2411.08409 | translate | read | null |
| 2024-11-13 | Federated Graph Learning with Graphless Clients | Xingbo Fu et.al. | 2411.08374 | translate | read | null |
| 2024-11-12 | Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes | Mihir Agarwal et.al. | 2411.07753 | translate | read | null |
| 2024-11-12 | No-Reference Point Cloud Quality Assessment via Graph Convolutional Network | Wu Chen et.al. | 2411.07728 | translate | read | null |
| 2024-11-12 | Rethinking Structure Learning For Graph Neural Networks | Yilun Zheng et.al. | 2411.07672 | translate | read | null |
| 2024-11-12 | Is Graph Convolution Always Beneficial For Every Feature? | Yilun Zheng et.al. | 2411.07663 | translate | read | null |
| 2024-11-12 | xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer | Marvin Sextro et.al. | 2411.07643 | translate | read | link |
| 2024-11-12 | Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection | Chia-Hsiang Lin et.al. | 2411.07608 | translate | read | null |
| 2024-11-12 | Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling | Jinming Xing et.al. | 2411.07482 | translate | read | null |
| 2024-11-12 | Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes | Jesse He et.al. | 2411.07467 | translate | read | null |
| 2024-11-11 | General Geospatial Inference with a Population Dynamics Foundation Model | Mohit Agarwal et.al. | 2411.07207 | translate | read | null |
| 2024-11-11 | Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion | Keivan Faghih Niresi et.al. | 2411.06917 | translate | read | null |
| 2024-11-11 | Predicting ionic conductivity in solids from the machine-learned potential energy landscape | Artem Maevskiy et.al. | 2411.06804 | translate | read | null |
| 2024-11-11 | GTA-Net: An IoT-Integrated 3D Human Pose Estimation System for Real-Time Adolescent Sports Posture Correction | Shizhe Yuan et.al. | 2411.06725 | translate | read | null |
| 2024-11-11 | Shedding Light on Problems with Hyperbolic Graph Learning | Isay Katsman et.al. | 2411.06688 | translate | read | null |
| 2024-11-11 | Inductive Graph Few-shot Class Incremental Learning | Yayong Li et.al. | 2411.06634 | translate | read | null |
| 2024-11-10 | Graph Neural Networks for modelling breast biomechanical compression | Hadeel Awwad et.al. | 2411.06596 | translate | read | link |
| 2024-11-10 | Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) | Faisal Mehmood et.al. | 2411.06553 | translate | read | null |
| 2024-11-10 | Towards Graph Neural Network Surrogates Leveraging Mechanistic Expert Knowledge for Pandemic Response | Agatha Schmidt et.al. | 2411.06500 | translate | read | null |
| 2024-11-10 | Deep Learning Approaches for BSM Physics: Evaluating DNN and GNN Performance in Particle Collision Event Classification | Ali Çelik et.al. | 2411.06487 | translate | read | null |
| 2024-11-08 | Topology-aware Reinforcement Feature Space Reconstruction for Graph Data | Wangyang Ying et.al. | 2411.05742 | translate | read | null |
| 2024-11-08 | YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training | Yi Li et.al. | 2411.05693 | translate | read | null |
| 2024-11-08 | Autoregressive Adaptive Hypergraph Transformer for Skeleton-based Activity Recognition | Abhisek Ray et.al. | 2411.05692 | translate | read | link |
| 2024-11-08 | Streaming Network for Continual Learning of Object Relocations under Household Context Drifts | Ermanno Bartoli et.al. | 2411.05549 | translate | read | null |
| 2024-11-08 | EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums | Abdoul Nasser Hassane Amadou et.al. | 2411.05479 | translate | read | link |
| 2024-11-08 | Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs | Levi Rauchwerger et.al. | 2411.05464 | translate | read | null |
| 2024-11-08 | Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields | Yassine Abbahaddou et.al. | 2411.05399 | translate | read | null |
| 2024-11-08 | Distributed-Order Fractional Graph Operating Network | Kai Zhao et.al. | 2411.05274 | translate | read | link |
| 2024-11-07 | Exploiting the Structure of Two Graphs with Graph Neural Networks | Victor M. Tenorio et.al. | 2411.05119 | translate | read | link |
| 2024-11-07 | Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement | Jiechao Gao et.al. | 2411.04936 | translate | read | null |
| 2024-11-07 | Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Zhaoyang Zhang et.al. | 2411.04907 | translate | read | null |
| 2024-11-07 | Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation | Zhaoyang Zhang et.al. | 2411.04899 | translate | read | null |
| 2024-11-07 | Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations | Zachary Schwehr et.al. | 2411.04747 | translate | read | link |
| 2024-11-07 | Centrality Graph Shift Operators for Graph Neural Networks | Yassine Abbahaddou et.al. | 2411.04655 | translate | read | null |
| 2024-11-07 | Cybercrime Prediction via Geographically Weighted Learning | Muhammad Al-Zafar Khan et.al. | 2411.04635 | translate | read | null |
| 2024-11-07 | Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks | Jhony H. Giraldo et.al. | 2411.04570 | translate | read | link |
| 2024-11-07 | ComFairGNN: Community Fair Graph Neural Network | Yonas Sium et.al. | 2411.04371 | translate | read | null |
| 2024-11-07 | GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck | Shuangjie Li et.al. | 2411.04356 | translate | read | null |
| 2024-11-06 | Graph neural networks and non-commuting operators | Mauricio Velasco et.al. | 2411.04265 | translate | read | link |
| 2024-11-06 | Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2411.04055 | translate | read | null |
| 2024-11-06 | Efficient Message Passing Architecture for GCN Training on HBM-based FPGAs with Orthogonal Topology On-Chip Networks | Qizhe Wu et.al. | 2411.03857 | translate | read | null |
| 2024-11-06 | Reconsidering the Performance of GAE in Link Prediction | Weishuo Ma et.al. | 2411.03845 | translate | read | link |
| 2024-11-06 | Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise | Shuangjie Li et.al. | 2411.03744 | translate | read | null |
| 2024-11-06 | Explaining Human Activity Recognition with SHAP: Validating Insights with Perturbation and Quantitative Measures | Felix Tempel et.al. | 2411.03714 | translate | read | null |
| 2024-11-06 | Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach | Hanyang Yuan et.al. | 2411.03663 | translate | read | null |
| 2024-11-06 | SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning | Wenjun Wang et.al. | 2411.03624 | translate | read | null |
| 2024-11-06 | Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Yuxin Dong et.al. | 2411.03572 | translate | read | null |
| 2024-11-06 | Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation | Shan Zhao et.al. | 2411.03223 | translate | read | null |
| 2024-11-05 | DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts | Zelin Yao et.al. | 2411.03025 | translate | read | link |
| 2024-11-05 | Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Fabrianne Effendi et.al. | 2411.02926 | translate | read | link |
| 2024-11-05 | Distributed Graph Neural Network Design for Sum Ergodic Spectral Efficiency Maximization in Cell-Free Massive MIMO | Nguyen Xuan Tung et.al. | 2411.02900 | translate | read | null |
| 2024-11-05 | Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning | Jinyin Chen et.al. | 2411.02809 | translate | read | link |
| 2024-11-05 | Multimodal Commonsense Knowledge Distillation for Visual Question Answering | Shuo Yang et.al. | 2411.02722 | translate | read | null |
| 2024-11-05 | JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs | Wanying Ding et.al. | 2411.02692 | translate | read | null |
| 2024-11-04 | Fine Grained Insider Risk Detection | Birkett Huber et.al. | 2411.02645 | translate | read | null |
| 2024-11-04 | EOSnet: Embedded Overlap Structures for Graph Neural Networks in Predicting Material Properties | Shuo Tao et.al. | 2411.02579 | translate | read | null |
| 2024-11-04 | Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis | Xiwen Chen et.al. | 2411.02542 | translate | read | link |
| 2024-11-04 | Graph Neural Networks Based Deep Learning for Predicting Structural and Electronic Properties | Selva Chandrasekaran Selvaraj et.al. | 2411.02331 | translate | read | link |
| 2024-11-04 | Federated GNNs for EEG-Based Stroke Assessment | Andrea Protani et.al. | 2411.02286 | translate | read | null |
| 2024-11-04 | ELU-GCN: Effectively Label-Utilizing Graph Convolutional Network | Jincheng Huang et.al. | 2411.02279 | translate | read | null |
| 2024-11-04 | On the Utilization of Unique Node Identifiers in Graph Neural Networks | Maya Bechler-Speicher et.al. | 2411.02271 | translate | read | null |
| 2024-11-04 | Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Tianzhixi Yin et.al. | 2411.02248 | translate | read | null |
| 2024-11-04 | Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks | Christoforos Brozos et.al. | 2411.02224 | translate | read | null |
| 2024-11-04 | Do graph neural network states contain graph properties? | Tom Pelletreau-Duris et.al. | 2411.02168 | translate | read | null |
| 2024-11-04 | GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery | Bhupendra Solanki et.al. | 2411.02074 | translate | read | null |
| 2024-11-04 | UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | A. Mudit Adityaja et.al. | 2411.01966 | translate | read | link |
| 2024-11-04 | HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection | Anran Zhang et.al. | 2411.01947 | translate | read | link |
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