Graph Neural Networks - 2025-02
Graph Neural Networks - 2025-02
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-02-28 | Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials | Chiheb Ben Mahmoud et.al. | 2502.21317 | translate | read | null |
| 2025-02-28 | AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks | Pedro Gimenes et.al. | 2502.21196 | translate | read | null |
| 2025-02-28 | Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs | Jong Ho Jhee et.al. | 2502.21138 | translate | read | null |
| 2025-02-28 | Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Nanshan Deng et.al. | 2502.21134 | translate | read | null |
| 2025-02-28 | Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis | Yueyang Li et.al. | 2502.20769 | translate | read | null |
| 2025-02-28 | Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer | Guanglin Zhou et.al. | 2502.20719 | translate | read | null |
| 2025-02-27 | Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application | Thomas Hickling et.al. | 2502.20326 | translate | read | null |
| 2025-02-27 | MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments | Jimmy Chiun et.al. | 2502.20217 | translate | read | null |
| 2025-02-27 | A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization | Yejun Zhang et.al. | 2502.20036 | translate | read | link |
| 2025-02-27 | WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks | Jana Vatter et.al. | 2502.19986 | translate | read | null |
| 2025-02-27 | Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Gengyuan Hu et.al. | 2502.19971 | translate | read | null |
| 2025-02-27 | GraphSparseNet: a Novel Method for Large Scale Trafffic Flow Prediction | Weiyang Kong et.al. | 2502.19823 | translate | read | null |
| 2025-02-27 | Accurate and Scalable Graph Neural Networks via Message Invariance | Zhihao Shi et.al. | 2502.19693 | translate | read | null |
| 2025-02-27 | Training Robust Graph Neural Networks by Modeling Noise Dependencies | Yeonjun In et.al. | 2502.19670 | translate | read | null |
| 2025-02-27 | Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising | Zikuan Li et.al. | 2502.19660 | translate | read | null |
| 2025-02-26 | Preference-Based Gradient Estimation for ML-Based Approximate Combinatorial Optimization | Arman Mielke et.al. | 2502.19377 | translate | read | null |
| 2025-02-26 | Corporate Fraud Detection in Rich-yet-Noisy Financial Graph | Shiqi Wang et.al. | 2502.19305 | translate | read | null |
| 2025-02-26 | Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering | Guoqing Chao et.al. | 2502.19291 | translate | read | null |
| 2025-02-26 | Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems | Saman Forouzandeh et.al. | 2502.19271 | translate | read | null |
| 2025-02-26 | GraphBridge: Towards Arbitrary Transfer Learning in GNNs | Li Ju et.al. | 2502.19252 | translate | read | null |
| 2025-02-26 | Multi-level Attention-guided Graph Neural Network for Image Restoration | Jiatao Jiang et.al. | 2502.19181 | translate | read | null |
| 2025-02-26 | A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse | Nahom Abishu Hayla et.al. | 2502.19004 | translate | read | null |
| 2025-02-26 | Graph Neural Networks embedded into Margules model for vapor-liquid equilibria prediction | Edgar Ivan Sanchez Medina et.al. | 2502.18998 | translate | read | null |
| 2025-02-26 | SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation | Fanglei Xue et.al. | 2502.18875 | translate | read | null |
| 2025-02-26 | TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization | Anay Majee et.al. | 2502.18847 | translate | read | null |
| 2025-02-25 | Graph Augmentation for Cross Graph Domain Generalization | Guanzi Chen et.al. | 2502.18188 | translate | read | null |
| 2025-02-25 | ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases | Rikuto Kotoge et.al. | 2502.18026 | translate | read | null |
| 2025-02-25 | GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes | Michele Fiori et.al. | 2502.17999 | translate | read | null |
| 2025-02-25 | Broadening Discovery through Structural Models: Multimodal Combination of Local and Structural Properties for Predicting Chemical Features | Nikolai Rekut et.al. | 2502.17986 | translate | read | null |
| 2025-02-25 | A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs | Qinghua He et.al. | 2502.17886 | translate | read | null |
| 2025-02-25 | Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning | Runzhong Wang et.al. | 2502.17874 | translate | read | null |
| 2025-02-25 | Armada: Memory-Efficient Distributed Training of Large-Scale Graph Neural Networks | Roger Waleffe et.al. | 2502.17846 | translate | read | null |
| 2025-02-25 | Are GNNs doomed by the topology of their input graph? | Amine Mohamed Aboussalah et.al. | 2502.17739 | translate | read | null |
| 2025-02-24 | The Power of Graph Signal Processing for Chip Placement Acceleration | Yiting Liu et.al. | 2502.17632 | translate | read | null |
| 2025-02-24 | Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks | Taos Transue et.al. | 2502.17612 | translate | read | null |
| 2025-02-24 | Sustainable Greenhouse Management: A Comparative Analysis of Recurrent and Graph Neural Networks | Emiliano Seri et.al. | 2502.17371 | translate | read | null |
| 2025-02-24 | Integrating protein sequence embeddings with structure via graph-based deep learning for the prediction of single-residue properties | Kevin Michalewicz et.al. | 2502.17294 | translate | read | null |
| 2025-02-24 | Applications of Large Models in Medicine | YunHe Su et.al. | 2502.17132 | translate | read | null |
| 2025-02-24 | Detecting Code Vulnerabilities with Heterogeneous GNN Training | Yu Luo et.al. | 2502.16835 | translate | read | null |
| 2025-02-24 | VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning | Yang Chen et.al. | 2502.16793 | translate | read | null |
| 2025-02-23 | To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders | Guillaume Salha-Galvan et.al. | 2502.16724 | translate | read | null |
| 2025-02-23 | Subsampling Graphs with GNN Performance Guarantees | Mika Sarkin Jain et.al. | 2502.16703 | translate | read | null |
| 2025-02-23 | Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Laurin Lux et.al. | 2502.16697 | translate | read | null |
| 2025-02-23 | A Survey of Graph Transformers: Architectures, Theories and Applications | Chaohao Yuan et.al. | 2502.16533 | translate | read | null |
| 2025-02-23 | GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking | Yingjian Chen et.al. | 2502.16514 | translate | read | null |
| 2025-02-21 | Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional Networks | Jeremie Ochin et.al. | 2502.15462 | translate | read | null |
| 2025-02-21 | Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review | Ali Vefghi et.al. | 2502.15346 | translate | read | null |
| 2025-02-21 | Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation | Jinyu Zhang et.al. | 2502.15331 | translate | read | null |
| 2025-02-21 | Learning Maritime Inventory Routing Optimization | Rui Chen et.al. | 2502.15244 | translate | read | null |
| 2025-02-21 | GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer | Yufan Ye et.al. | 2502.15202 | translate | read | null |
| 2025-02-21 | Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Artur Agaronyan et.al. | 2502.15198 | translate | read | null |
| 2025-02-21 | Decoding lithium’s subtle phase stability with a machine learning force field | Yiheng Shen et.al. | 2502.15190 | translate | read | null |
| 2025-02-20 | GiGL: Large-Scale Graph Neural Networks at Snapchat | Tong Zhao et.al. | 2502.15054 | translate | read | null |
| 2025-02-20 | Benchmarking Android Malware Detection: Rethinking the Role of Traditional and Deep Learning Models | Guojun Liu et.al. | 2502.15041 | translate | read | null |
| 2025-02-20 | Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment | Ruyi Ding et.al. | 2502.15012 | translate | read | null |
| 2025-02-20 | Reinforcement Learning with Graph Attention for Routing and Wavelength Assignment with Lightpath Reuse | Michael Doherty et.al. | 2502.14741 | translate | read | null |
| 2025-02-20 | BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction | Ruochen Li et.al. | 2502.14676 | translate | read | null |
| 2025-02-20 | Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting | Yannick Wölker et.al. | 2502.14525 | translate | read | null |
| 2025-02-20 | DAG: Deep Adaptive and Generative $K$ -Free Community Detection on Attributed Graphs | Chang Liu et.al. | 2502.14294 | translate | read | null |
| 2025-02-20 | Adaptive Sparsified Graph Learning Framework for Vessel Behavior Anomalies | Jeehong Kim et.al. | 2502.14197 | translate | read | null |
| 2025-02-19 | Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks | Yonghao Liu et.al. | 2502.14158 | translate | read | null |
| 2025-02-19 | SALTY: Explainable Artificial Intelligence Guided Structural Analysis for Hardware Trojan Detection | Tanzim Mahfuz et.al. | 2502.14116 | translate | read | null |
| 2025-02-20 | Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding | Alessandro Caruso et.al. | 2502.13797 | translate | read | null |
| 2025-02-19 | Unsupervised Graph Embeddings for Session-based Recommendation with Item Features | Andreas Peintner et.al. | 2502.13763 | translate | read | link |
| 2025-02-19 | Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective | Wentao Yu et.al. | 2502.13732 | translate | read | null |
| 2025-02-19 | Towards Invariance to Node Identifiers in Graph Neural Networks | Maya Bechler-Speicher et.al. | 2502.13660 | translate | read | null |
| 2025-02-19 | Non-Euclidean Hierarchical Representational Learning using Hyperbolic Graph Neural Networks for Environmental Claim Detection | Darpan Aswal et.al. | 2502.13628 | translate | read | null |
| 2025-02-19 | Are Large Language Models In-Context Graph Learners? | Jintang Li et.al. | 2502.13562 | translate | read | null |
| 2025-02-19 | Some Insights of Construction of Feature Graph to Learn Pairwise Feature Interactions with Graph Neural Networks | Phaphontee Yamchote et.al. | 2502.13471 | translate | read | null |
| 2025-02-19 | SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Naichuan Zheng et.al. | 2502.13385 | translate | read | null |
| 2025-02-18 | K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction | Tassallah Abdullahi et.al. | 2502.13344 | translate | read | link |
| 2025-02-18 | Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees | Ally Yalei Du et.al. | 2502.12937 | translate | read | null |
| 2025-02-18 | Graph Neural Networks for Databases: A Survey | Ziming Li et.al. | 2502.12908 | translate | read | null |
| 2025-02-18 | NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches | Penghui Zhang et.al. | 2502.12834 | translate | read | null |
| 2025-02-18 | Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment | Haoyuan Wu et.al. | 2502.12732 | translate | read | link |
| 2025-02-18 | Uncertainty-Aware Graph Structure Learning | Shen Han et.al. | 2502.12618 | translate | read | null |
| 2025-02-18 | A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem | Vatsal Maru et.al. | 2502.12617 | translate | read | null |
| 2025-02-18 | Unveiling Mode Connectivity in Graph Neural Networks | Bingheng Li et.al. | 2502.12608 | translate | read | null |
| 2025-02-18 | GVTNet: Graph Vision Transformer For Face Super-Resolution | Chao Yang et.al. | 2502.12570 | translate | read | null |
| 2025-02-18 | Improving the Stability of GNN Force Field Models by Reducing Feature Correlation | Yujie Zeng et.al. | 2502.12548 | translate | read | null |
| 2025-02-18 | USPilot: An Embodied Robotic Assistant Ultrasound System with Large Language Model Enhanced Graph Planner | Mingcong Chen et.al. | 2502.12498 | translate | read | null |
| 2025-02-17 | LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities | Florian Sestak et.al. | 2502.12128 | translate | read | null |
| 2025-02-17 | Data assimilation performed with robust shape registration and graph neural networks: application to aortic coarctation | Francesco Romor et.al. | 2502.12097 | translate | read | null |
| 2025-02-17 | UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs | Hao Li et.al. | 2502.11519 | translate | read | null |
| 2025-02-17 | A GNN-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin | Abubakar Isah et.al. | 2502.11505 | translate | read | null |
| 2025-02-17 | Structure based SAT dataset for analysing GNN generalisation | Yi Fu et.al. | 2502.11410 | translate | read | null |
| 2025-02-17 | Oversmoothing as Loss of Sign: Towards Structural Balance in Graph Neural Networks | Jiaqi Wang et.al. | 2502.11394 | translate | read | null |
| 2025-02-17 | Hierarchical Graph Topic Modeling with Topic Tree-based Transformer | Delvin Ce Zhang et.al. | 2502.11345 | translate | read | null |
| 2025-02-16 | Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations | Oualid Bougzime et.al. | 2502.11269 | translate | read | null |
| 2025-02-16 | Large Language-Geometry Model: When LLM meets Equivariance | Zongzhao Li et.al. | 2502.11149 | translate | read | null |
| 2025-02-16 | G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems | Shilong Wang et.al. | 2502.11127 | translate | read | null |
| 2025-02-14 | SGS-GNN: A Supervised Graph Sparsification method for Graph Neural Networks | Siddhartha Shankar Das et.al. | 2502.10208 | translate | read | null |
| 2025-02-14 | COMBINEX: A Unified Counterfactual Explainer for Graph Neural Networks via Node Feature and Structural Perturbations | Flavio Giorgi et.al. | 2502.10111 | translate | read | null |
| 2025-02-14 | TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation | Ju-Hyeon Nam et.al. | 2502.09931 | translate | read | null |
| 2025-02-14 | Evaluating and Improving Graph-based Explanation Methods for Multi-Agent Coordination | Siva Kailas et.al. | 2502.09889 | translate | read | null |
| 2025-02-13 | VIRGOS: Secure Graph Convolutional Network on Vertically Split Data from Sparse Matrix Decomposition | Yu Zheng et.al. | 2502.09808 | translate | read | null |
| 2025-02-13 | Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey | Garrik Hoyt et.al. | 2502.09781 | translate | read | null |
| 2025-02-13 | Enhancing the Utility of Higher-Order Information in Relational Learning | Raphael Pellegrin et.al. | 2502.09570 | translate | read | link |
| 2025-02-13 | Machine learning for modelling unstructured grid data in computational physics: a review | Sibo Cheng et.al. | 2502.09346 | translate | read | null |
| 2025-02-13 | Revisiting Topological Interference Management: A Learning-to-Code on Graphs Perspective | Zhiwei Shan et.al. | 2502.09344 | translate | read | null |
| 2025-02-13 | Graph Diffusion Network for Drug-Gene Prediction | Jiayang Wu et.al. | 2502.09335 | translate | read | link |
| 2025-02-13 | LiSA: Leveraging Link Recommender to Attack Graph Neural Networks via Subgraph Injection | Wenlun Zhang et.al. | 2502.09271 | translate | read | null |
| 2025-02-13 | Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence | Yuankai Luo et.al. | 2502.09263 | translate | read | link |
| 2025-02-13 | Feature-based Graph Attention Networks Improve Online Continual Learning | Adjovi Sim et.al. | 2502.09143 | translate | read | null |
| 2025-02-13 | Self-Supervised Graph Contrastive Pretraining for Device-level Integrated Circuits | Sungyoung Lee et.al. | 2502.08949 | translate | read | null |
| 2025-02-12 | CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection | Karish Grover et.al. | 2502.08605 | translate | read | null |
| 2025-02-12 | Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data | Doudou Zhou et.al. | 2502.08547 | translate | read | null |
| 2025-02-12 | Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation | Tao Wen et.al. | 2502.08505 | translate | read | null |
| 2025-02-12 | Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features | Ugochukwu Orji et.al. | 2502.08376 | translate | read | null |
| 2025-02-12 | Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy | Ruizhan Xue et.al. | 2502.08353 | translate | read | null |
| 2025-02-12 | Graph Foundation Models for Recommendation: A Comprehensive Survey | Bin Wu et.al. | 2502.08346 | translate | read | null |
| 2025-02-12 | Data Pricing for Graph Neural Networks without Pre-purchased Inspection | Yiping Liu et.al. | 2502.08284 | translate | read | null |
| 2025-02-12 | Equivariant Masked Position Prediction for Efficient Molecular Representation | Junyi An et.al. | 2502.08209 | translate | read | null |
| 2025-02-12 | MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation | Xiangjin Xie et.al. | 2502.08161 | translate | read | null |
| 2025-02-12 | Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification | Xuanze Chen et.al. | 2502.08083 | translate | read | null |
| 2025-02-11 | Stereograph: Stereoscopic event reconstruction using graph neural networks applied to CTAO | Hana Ali Messaoud et.al. | 2502.07421 | translate | read | null |
| 2025-02-11 | Effects of Random Edge-Dropping on Over-Squashing in Graph Neural Networks | Jasraj Singh et.al. | 2502.07364 | translate | read | null |
| 2025-02-10 | Neighborhood-Order Learning Graph Attention Network for Fake News Detection | Batool Lakzaei et.al. | 2502.06927 | translate | read | null |
| 2025-02-10 | GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing Units | Arghadip Das et.al. | 2502.06921 | translate | read | null |
| 2025-02-10 | RelGNN: Composite Message Passing for Relational Deep Learning | Tianlang Chen et.al. | 2502.06784 | translate | read | null |
| 2025-02-10 | Prompt-Driven Continual Graph Learning | Qi Wang et.al. | 2502.06327 | translate | read | null |
| 2025-02-10 | IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification | Zhixun Li et.al. | 2502.06280 | translate | read | null |
| 2025-02-11 | Graph Neural Networks at a Fraction | Rucha Bhalchandra Joshi et.al. | 2502.06136 | translate | read | null |
| 2025-02-09 | Norm Augmented Graph AutoEncoders for Link Prediction | Yunhui Liu et.al. | 2502.05868 | translate | read | null |
| 2025-02-09 | Learning Accurate, Efficient, and Interpretable MLPs on Multiplex Graphs via Node-wise Multi-View Ensemble Distillation | Yunhui Liu et.al. | 2502.05864 | translate | read | null |
| 2025-02-09 | LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification | Shubham Kumar Nigam et.al. | 2502.05836 | translate | read | null |
| 2025-02-09 | GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation | Danny Wang et.al. | 2502.05780 | translate | read | null |
| 2025-02-08 | Rethinking Link Prediction for Directed Graphs | Mingguo He et.al. | 2502.05724 | translate | read | null |
| 2025-02-08 | Graph Neural Networks for Efficient AC Power Flow Prediction in Power Grids | Seyedamirhossein Talebi et.al. | 2502.05702 | translate | read | null |
| 2025-02-07 | Graph Contrastive Learning for Connectome Classification | Martín Schmidt et.al. | 2502.05109 | translate | read | null |
| 2025-02-07 | Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification | Jiayi Luo et.al. | 2502.05000 | translate | read | null |
| 2025-02-07 | GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring | Celia Rubio-Madrigal et.al. | 2502.04891 | translate | read | null |
| 2025-02-07 | Graph Federated Learning Based Proactive Content Caching in Edge Computing | Rui Wang et.al. | 2502.04760 | translate | read | null |
| 2025-02-07 | Rethinking Oversmoothing in Graph Neural Networks: A Rank-Based Perspective | Piero Deidda et.al. | 2502.04591 | translate | read | null |
| 2025-02-06 | Learning Semantics-aware Search Operators for Genetic Programming | Piotr Wyrwiński et.al. | 2502.04568 | translate | read | null |
| 2025-02-06 | Graph machine learning for flight delay prediction due to holding manouver | Jorge L. Franco et.al. | 2502.04233 | translate | read | null |
| 2025-02-06 | Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks | Jiate Li et.al. | 2502.04224 | translate | read | null |
| 2025-02-06 | Optimised Graph Convolution for Calorimetry Event Classification | Matthieu Melennec et.al. | 2502.04193 | translate | read | null |
| 2025-02-06 | Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning | Nikunj Gupta et.al. | 2502.04028 | translate | read | link |
| 2025-02-06 | ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels | Changpeng He et.al. | 2502.03936 | translate | read | null |
| 2025-02-06 | SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning | Hong Han et.al. | 2502.03928 | translate | read | null |
| 2025-02-06 | Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach | Changpeng He et.al. | 2502.03922 | translate | read | null |
| 2025-02-06 | Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data | Yijiashun Qi et.al. | 2502.03803 | translate | read | null |
| 2025-02-06 | Network-Wide Traffic Flow Estimation Across Multiple Cities with Global Open Multi-Source Data: A Large-Scale Case Study in Europe and North America | Zijian Hu et.al. | 2502.03798 | translate | read | null |
| 2025-02-06 | On the Expressive Power of Subgraph Graph Neural Networks for Graphs with Bounded Cycles | Ziang Chen et.al. | 2502.03703 | translate | read | null |
| 2025-02-05 | Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators | Yuan Xinjie et.al. | 2502.03424 | translate | read | null |
| 2025-02-05 | RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry | Li Sun et.al. | 2502.03251 | translate | read | null |
| 2025-02-05 | SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels | Xiangyu Dong et.al. | 2502.03201 | translate | read | null |
| 2025-02-05 | Efficient Triangular Arbitrage Detection via Graph Neural Networks | Di Zhang et.al. | 2502.03194 | translate | read | null |
| 2025-02-05 | Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks | Stavros Orfanoudakis et.al. | 2502.03067 | translate | read | null |
| 2025-02-05 | TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics | Lu Yi et.al. | 2502.02975 | translate | read | link |
| 2025-02-04 | Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective | Steve Azzolin et.al. | 2502.02719 | translate | read | null |
| 2025-02-04 | scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer’s Disease Diagnosis | Yu-An Huang et.al. | 2502.02630 | translate | read | null |
| 2025-02-04 | Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data | Yu-An Huang et.al. | 2502.02629 | translate | read | null |
| 2025-02-04 | Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions? | Xiyuan Wang et.al. | 2502.02488 | translate | read | null |
| 2025-02-04 | Using Random Noise Equivariantly to Boost Graph Neural Networks Universally | Xiyuan Wang et.al. | 2502.02479 | translate | read | null |
| 2025-02-04 | Towards graph neural networks for provably solving convex optimization problems | Chendi Qian et.al. | 2502.02446 | translate | read | null |
| 2025-02-04 | Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling | Markus Krimmel et.al. | 2502.02415 | translate | read | null |
| 2025-02-04 | MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning | Lavanya Ratnabala et.al. | 2502.02311 | translate | read | null |
| 2025-02-04 | Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Fotis I. Giasemis et.al. | 2502.02304 | translate | read | null |
| 2025-02-04 | EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning | Shengda Zhuo et.al. | 2502.02302 | translate | read | null |
| 2025-02-04 | Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Chenhao Zhai et.al. | 2502.02232 | translate | read | null |
| 2025-02-04 | Graph Neural Networks for O-RAN Mobility Management: A Link Prediction Approach | Ana Gonzalez Bermudez et.al. | 2502.02170 | translate | read | null |
| 2025-02-04 | Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective | Chang Liu et.al. | 2502.01936 | translate | read | null |
| 2025-02-03 | E2Former: A Linear-time Efficient and Equivariant Transformer for Scalable Molecular Modeling | Yunyang Li et.al. | 2501.19216 | translate | read | null |
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