Graph Neural Networks - 2025-10
Graph Neural Networks - 2025-10
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-10-29 | Bridging Accuracy and Explainability in EEG-based Graph Attention Network for Depression Detection | Soujanya Hazra et.al. | 2511.05537 | translate | read | null |
| 2025-10-23 | HGraphScale: Hierarchical Graph Learning for Autoscaling Microservice Applications in Container-based Cloud Computing | Zhengxin Fang et.al. | 2511.01881 | translate | read | null |
| 2025-10-30 | MeixnerNet: Adaptive and Robust Spectral Graph Neural Networks with Discrete Orthogonal Polynomials | Huseyin Goksu et.al. | 2511.00113 | translate | read | null |
| 2025-10-29 | Fixed-point graph convolutional networks against adversarial attacks | Shakib Khan et.al. | 2511.00083 | translate | read | null |
| 2025-10-28 | Adaptive Spatio-Temporal Graphs with Self-Supervised Pretraining for Multi-Horizon Weather Forecasting | Yao Liu et.al. | 2511.00049 | translate | read | null |
| 2025-10-28 | DynBERG: Dynamic BERT-based Graph neural network for financial fraud detection | Omkar Kulkarni et.al. | 2511.00047 | translate | read | null |
| 2025-10-31 | Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs | Zherui Yang et.al. | 2510.27517 | translate | read | null |
| 2025-10-31 | Spectral Neural Graph Sparsification | Angelica Liguori et.al. | 2510.27474 | translate | read | null |
| 2025-10-31 | Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks | Jiaxin Zhang et.al. | 2510.27208 | translate | read | null |
| 2025-10-31 | MDAS-GNN: Multi-Dimensional Spatiotemporal GNN with Spatial Diffusion for Urban Traffic Risk Forecasting | Ziyuan Gao et.al. | 2510.27197 | translate | read | null |
| 2025-10-30 | A Cloud-Based Spatio-Temporal GNN-Transformer Hybrid Model for Traffic Flow Forecasting with External Feature Integration | Zhuo Zheng et.al. | 2510.27039 | translate | read | null |
| 2025-10-28 | Oral Tradition-Encoded NanyinHGNN: Integrating Nanyin Music Preservation and Generation through a Pipa-Centric Dataset | Jianbing Xiahou et.al. | 2510.26817 | translate | read | null |
| 2025-10-30 | HEIR: Learning Graph-Based Motion Hierarchies | Cheng Zheng et.al. | 2510.26786 | translate | read | null |
| 2025-10-30 | Graph Guided Modulo Recovery of EEG Signals | Soujanya Hazra et.al. | 2510.26756 | translate | read | null |
| 2025-10-30 | Vectorized Context-Aware Embeddings for GAT-Based Collaborative Filtering | Danial Ebrat et.al. | 2510.26461 | translate | read | null |
| 2025-10-30 | UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation | Furkan Pala et.al. | 2510.26350 | translate | read | null |
| 2025-10-30 | From Embedding to Control: Representations for Stochastic Multi-Object Systems | Xiaoyuan Cheng et.al. | 2510.26344 | translate | read | null |
| 2025-10-30 | A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection | Laura Jiang et.al. | 2510.26307 | translate | read | null |
| 2025-10-30 | Network-Constrained Policy Optimization for Adaptive Multi-agent Vehicle Routing | Fazel Arasteh et.al. | 2510.26089 | translate | read | null |
| 2025-10-30 | Morphology-Aware Graph Reinforcement Learning for Tensegrity Robot Locomotion | Chi Zhang et.al. | 2510.26067 | translate | read | null |
| 2025-10-30 | Data-driven Projection Generation for Efficiently Solving Heterogeneous Quadratic Programming Problems | Tomoharu Iwata et.al. | 2510.26061 | translate | read | null |
| 2025-10-29 | Robust GNN Watermarking via Implicit Perception of Topological Invariants | Jipeng Li et.al. | 2510.25934 | translate | read | null |
| 2025-10-29 | Attention Augmented GNN RNN-Attention Models for Advanced Cybersecurity Intrusion Detection | Jayant Biradar et.al. | 2510.25802 | translate | read | null |
| 2025-10-28 | SHA-256 Infused Embedding-Driven Generative Modeling of High-Energy Molecules in Low-Data Regimes | Siddharth Verma et.al. | 2510.25788 | translate | read | null |
| 2025-10-29 | Graph Network-based Structural Simulator: Graph Neural Networks for Structural Dynamics | Alessandro Lucchetti et.al. | 2510.25683 | translate | read | null |
| 2025-10-29 | Learning Fair Graph Representations with Multi-view Information Bottleneck | Chuxun Liu et.al. | 2510.25096 | translate | read | null |
| 2025-10-28 | KAN-GCN: Combining Kolmogorov-Arnold Network with Graph Convolution Network for an Accurate Ice Sheet Emulator | Zesheng Liu et.al. | 2510.24926 | translate | read | null |
| 2025-10-27 | A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image Data | Jingjun Bi et.al. | 2510.24791 | translate | read | null |
| 2025-10-27 | The Underappreciated Power of Vision Models for Graph Structural Understanding | Xinjian Zhao et.al. | 2510.24788 | translate | read | null |
| 2025-10-28 | MAGNET: A Multi-Graph Attentional Network for Code Clone Detection | Zixian Zhang et.al. | 2510.24241 | translate | read | null |
| 2025-10-28 | HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing | Guojing Cong et.al. | 2510.23980 | translate | read | null |
| 2025-10-28 | Exploring an image-based $b$ -jet tagging method using convolution neural networks | Hangil Jang et.al. | 2510.23962 | translate | read | null |
| 2025-10-27 | A Spatio-Temporal Graph Learning Approach to Real-Time Economic Dispatch with Multi-Transmission-Node DER Aggregation | Zhentong Shao et.al. | 2510.23873 | translate | read | null |
| 2025-10-24 | Combining Textual and Structural Information for Premise Selection in Lean | Job Petrovčič et.al. | 2510.23637 | translate | read | null |
| 2025-10-27 | When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning | Anirban Das et.al. | 2510.23532 | translate | read | null |
| 2025-10-27 | iPac: Incorporating Intra-image Patch Context into Graph Neural Networks for Medical Image Classification | Usama Zidan et.al. | 2510.23504 | translate | read | null |
| 2025-10-27 | Adaptive Dual Prompting: Hierarchical Debiasing for Fairness-aware Graph Neural Networks | Yuhan Yang et.al. | 2510.23469 | translate | read | null |
| 2025-10-27 | Improving Predictions of Molecular Properties with Graph Featurisation and Heterogeneous Ensemble Models | Michael L. Parker et.al. | 2510.23428 | translate | read | null |
| 2025-10-27 | AirFed: Federated Graph-Enhanced Multi-Agent Reinforcement Learning for Multi-UAV Cooperative Mobile Edge Computing | Zhiyu Wang et.al. | 2510.23053 | translate | read | null |
| 2025-10-27 | Cross-Lingual Sponsored Search via Dual-Encoder and Graph Neural Networks for Context-Aware Query Translation in Advertising Platforms | Ziyang Gao et.al. | 2510.22957 | translate | read | null |
| 2025-10-27 | GTR-Mamba: Geometry-to-Tangent Routing for Hyperbolic POI Recommendation | Zhuoxuan Li et.al. | 2510.22942 | translate | read | null |
| 2025-10-27 | Diffuse to Detect: A Generalizable Framework for Anomaly Detection with Diffusion Models Applications to UAVs and Beyond | Mingze Gong et.al. | 2510.22928 | translate | read | null |
| 2025-10-26 | FastJAM: a Fast Joint Alignment Model for Images | Omri Hirsch et.al. | 2510.22842 | translate | read | null |
| 2025-10-26 | Graph Neural Network Assisted Genetic Algorithm for Structural Dynamic Response and Parameter Optimization | Sagnik Mukherjee et.al. | 2510.22839 | translate | read | null |
| 2025-10-26 | Policies over Poses: Reinforcement Learning based Distributed Pose-Graph Optimization for Multi-Robot SLAM | Sai Krishna Ghanta et.al. | 2510.22740 | translate | read | null |
| 2025-10-26 | If You Want to Be Robust, Be Wary of Initialization | Sofiane Ennadir et.al. | 2510.22652 | translate | read | null |
| 2025-10-26 | Enhancing Graph Classification Robustness with Singular Pooling | Sofiane Ennadir et.al. | 2510.22643 | translate | read | null |
| 2025-10-26 | Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers | Dongyi Liu et.al. | 2510.22555 | translate | read | null |
| 2025-10-26 | Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval | Ashwin Ramachandran et.al. | 2510.22538 | translate | read | null |
| 2025-10-26 | Toward Robust Signed Graph Learning through Joint Input-Target Denoising | Junran Wu et.al. | 2510.22513 | translate | read | null |
| 2025-10-25 | GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks | Xingbo Fu et.al. | 2510.22451 | translate | read | null |
| 2025-10-25 | Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning | Ali Javidani et.al. | 2510.22322 | translate | read | null |
| 2025-10-25 | TrajGATFormer: A Graph-Based Transformer Approach for Worker and Obstacle Trajectory Prediction in Off-site Construction Environments | Mohammed Alduais et.al. | 2510.22205 | translate | read | null |
| 2025-10-25 | Dynamic Graph Neural Network for Data-Driven Physiologically Based Pharmacokinetic Modeling | Su Liu et.al. | 2510.22096 | translate | read | null |
| 2025-10-25 | Hierarchical Graph Networks for Accurate Weather Forecasting via Lightweight Training | Thomas Bailie et.al. | 2510.22094 | translate | read | null |
| 2025-10-24 | Pruning and Quantization Impact on Graph Neural Networks | Khatoon Khedri et.al. | 2510.22058 | translate | read | null |
| 2025-10-24 | A Hybrid GNN-LSE Method for Fast, Robust, and Physically-Consistent AC Power Flow | Mohamed Shamseldein et.al. | 2510.22020 | translate | read | null |
| 2025-10-24 | A Multimodal Human Protein Embeddings Database: DeepDrug Protein Embeddings Bank (DPEB) | Md Saiful Islam Sajol et.al. | 2510.22008 | translate | read | null |
| 2025-10-24 | Deep Learning on Real-World Graphs | Emanuele Rossi et.al. | 2510.21994 | translate | read | null |
| 2025-10-23 | Prefetching Cache Optimization Using Graph Neural Networks: A Modular Framework and Conceptual Analysis | F. I. Qowy et.al. | 2510.21865 | translate | read | null |
| 2025-10-24 | Leveraging Classical Algorithms for Graph Neural Networks | Jason Wu et.al. | 2510.21574 | translate | read | null |
| 2025-10-24 | HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing | Johann Flemming Gloy et.al. | 2510.21542 | translate | read | null |
| 2025-10-24 | Estimating Treatment Effects in Networks using Domain Adversarial Training | Daan Caljon et.al. | 2510.21457 | translate | read | null |
| 2025-10-24 | On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model | Alexander Pluska et.al. | 2510.21392 | translate | read | null |
| 2025-10-24 | Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization | Yunlong Chu et.al. | 2510.21207 | translate | read | null |
| 2025-10-23 | Graph Neural Regularizers for PDE Inverse Problems | William Lauga et.al. | 2510.21012 | translate | read | null |
| 2025-10-23 | Crisis-Resilient Portfolio Management via Graph-based Spatio-Temporal Learning | Zan Li et.al. | 2510.20868 | translate | read | null |
| 2025-10-23 | Bayesian Inference of Primordial Magnetic Field Parameters from CMB with Spherical Graph Neural Networks | Juan Alejandro Pinto Castro et.al. | 2510.20795 | translate | read | null |
| 2025-10-23 | Learning to Triage Taint Flows Reported by Dynamic Program Analysis in Node.js Packages | Ronghao Ni et.al. | 2510.20739 | translate | read | null |
| 2025-10-23 | Unsupervised Anomaly Prediction with N-BEATS and Graph Neural Network in Multi-variate Semiconductor Process Time Series | Daniel Sorensen et.al. | 2510.20718 | translate | read | null |
| 2025-10-23 | GRACE: GRaph-based Addiction Care prEdiction | Subham Kumar et.al. | 2510.20671 | translate | read | null |
| 2025-10-23 | Transferable Graph Learning for Transmission Congestion Management via Busbar Splitting | Ali Rajaei et.al. | 2510.20591 | translate | read | null |
| 2025-10-23 | Structural Invariance Matters: Rethinking Graph Rewiring through Graph Metrics | Alexandre Benoit et.al. | 2510.20556 | translate | read | null |
| 2025-10-23 | Intransitive Player Dominance and Market Inefficiency in Tennis Forecasting: A Graph Neural Network Approach | Lawrence Clegg et.al. | 2510.20454 | translate | read | null |
| 2025-10-23 | Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization | Yang Qiu et.al. | 2510.20295 | translate | read | null |
| 2025-10-23 | Layer-to-Layer Knowledge Mixing in Graph Neural Network for Chemical Property Prediction | Teng Jiek See et.al. | 2510.20236 | translate | read | null |
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