Graph Neural Networks - 2025-11
Graph Neural Networks - 2025-11
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-11-30 | SEA: Spectral Edge Attacks on Graph Neural Networks | Yongyu Wang et.al. | 2512.08964 | translate | read | null |
| 2025-11-26 | Accelerating Materials Discovery: Learning a Universal Representation of Chemical Processes for Cross-Domain Property Prediction | Mikhail Tsitsvero et.al. | 2512.05979 | translate | read | null |
| 2025-11-30 | Approximate Bayesian Inference on Mechanisms of Network Growth and Evolution | Maxwell H Wang et.al. | 2512.03092 | translate | read | null |
| 2025-11-27 | Model-Agnostic Fairness Regularization for GNNs with Incomplete Sensitive Information | Mahdi Tavassoli Kejani et.al. | 2512.03074 | translate | read | null |
| 2025-11-25 | Accumulated Local Effects and Graph Neural Networks for link prediction | Paulina Kaczyńska et.al. | 2512.03061 | translate | read | null |
| 2025-11-25 | Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins | Xiaowu Sun et.al. | 2512.03055 | translate | read | null |
| 2025-11-26 | PIBNet: a Physics-Inspired Boundary Network for Multiple Scattering Simulations | Rémi Marsal et.al. | 2512.02049 | translate | read | null |
| 2025-11-30 | Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning | Dongyue Li et.al. | 2512.01113 | translate | read | null |
| 2025-11-30 | Graph Data Augmentation with Contrastive Learning on Covariate Distribution Shift | Fanlong Zeng et.al. | 2512.00716 | translate | read | null |
| 2025-11-30 | Hierarchical Molecular Language Models (HMLMs) | Hasi Hays et.al. | 2512.00696 | translate | read | null |
| 2025-11-29 | DeepFRI Demystified: Interpretability vs. Accuracy in AI Protein Function Prediction | Ananya Krishna et.al. | 2512.00642 | translate | read | null |
| 2025-11-29 | Graph-Attention Network with Adversarial Domain Alignment for Robust Cross-Domain Facial Expression Recognition | Razieh Ghaedi et.al. | 2512.00641 | translate | read | null |
| 2025-11-29 | TrojanLoC: LLM-based Framework for RTL Trojan Localization | Weihua Xiao et.al. | 2512.00591 | translate | read | null |
| 2025-11-29 | GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding | Yiqiao Chen et.al. | 2512.00574 | translate | read | null |
| 2025-11-29 | A Graph Neural Network Approach for Localized and High-Resolution Temperature Forecasting | Joud El-Shawa et.al. | 2512.00546 | translate | read | null |
| 2025-11-29 | Hyperbolic Continuous Structural Entropy for Hierarchical Clustering | Guangjie Zeng et.al. | 2512.00524 | translate | read | null |
| 2025-11-29 | TrendGNN: Towards Understanding of Epidemics, Beliefs, and Behaviors | Mulin Tian et.al. | 2512.00421 | translate | read | null |
| 2025-11-29 | Interpretable Graph Neural Networks for Classifying Structure and Magnetism in Delafossite Compounds | Jovin Ryan Joseph et.al. | 2512.00292 | translate | read | null |
| 2025-11-27 | NetDeTox: Adversarial and Efficient Evasion of Hardware-Security GNNs via RL-LLM Orchestration | Zeng Wang et.al. | 2512.00119 | translate | read | null |
| 2025-11-28 | Nonstabilizerness Estimation using Graph Neural Networks | Vincenzo Lipardi et.al. | 2511.23224 | translate | read | null |
| 2025-11-28 | Joint Optimization of Pilot Length, Pilot Assignment, and Power Allocation for Cell-free MIMO Systems with Graph Neural Networks | Yao Peng et.al. | 2511.23128 | translate | read | null |
| 2025-11-28 | Neuro-Symbolic Constrained Optimization for Cloud Application Deployment via Graph Neural Networks and Satisfiability Modulo Theory | Madalina Erascu et.al. | 2511.23109 | translate | read | null |
| 2025-11-28 | Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition | Yuanhong Chen et.al. | 2511.23037 | translate | read | null |
| 2025-11-28 | Evaluating Mechanical Property Prediction across Material Classes using Molecular Dynamics Simulations with Universal Machine-Learned Interatomic Potentials | Konstantin Stracke et.al. | 2511.22885 | translate | read | null |
| 2025-11-28 | ARM-Explainer – Explaining and improving graph neural network predictions for the maximum clique problem using node features and association rule mining | Bharat Sharman et.al. | 2511.22866 | translate | read | null |
| 2025-11-27 | HW-GNN: Homophily-Aware Gaussian-Window Constrained Graph Spectral Network for Social Network Bot Detection | Zida Liu et.al. | 2511.22493 | translate | read | null |
| 2025-11-27 | RELiQ: Scalable Entanglement Routing via Reinforcement Learning in Quantum Networks | Tobias Meuser et.al. | 2511.22321 | translate | read | null |
| 2025-11-27 | DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks | Wenbin Wu et.al. | 2511.22314 | translate | read | null |
| 2025-11-27 | Enhanced Graph Convolutional Network with Chebyshev Spectral Graph and Graph Attention for Autism Spectrum Disorder Classification | Adnan Ferdous Ashrafi et.al. | 2511.22178 | translate | read | null |
| 2025-11-27 | IVGAE: Handling Incomplete Heterogeneous Data with a Variational Graph Autoencoder | Youran Zhou et.al. | 2511.22116 | translate | read | null |
| 2025-11-27 | ARES: Anomaly Recognition Model For Edge Streams | Simone Mungari et.al. | 2511.22078 | translate | read | null |
| 2025-11-27 | A Multi-View Multi-Timescale Hypergraph-Empowered Spatiotemporal Framework for EV Charging Forecasting | Jinhao Li et.al. | 2511.22072 | translate | read | null |
| 2025-11-27 | Early Risk Prediction with Temporally and Contextually Grounded Clinical Language Processing | Rochana Chaturvedi et.al. | 2511.22038 | translate | read | null |
| 2025-11-27 | An Efficient and Accurate Surrogate Modeling of Flapping Dynamics in Inverted Elastic Foils using Hypergraph Neural Networks | Aarshana R. Parekh et.al. | 2511.22012 | translate | read | null |
| 2025-11-26 | Active Learning for GCN-based Action Recognition | Hichem Sahbi et.al. | 2511.21625 | translate | read | null |
| 2025-11-25 | A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation | Hossein Shokouhinejad et.al. | 2511.20801 | translate | read | null |
| 2025-11-25 | Unleashing the Power of Vision-Language Models for Long-Tailed Multi-Label Visual Recognition | Wei Tang et.al. | 2511.20641 | translate | read | null |
| 2025-11-25 | E2E-GRec: An End-to-End Joint Training Framework for Graph Neural Networks and Recommender Systems | Rui Xue et.al. | 2511.20564 | translate | read | null |
| 2025-11-25 | Estimating the triaxiality of massive clusters from 2D observables in MillenniumTNG with machine learning | Ana Maria Delgado et.al. | 2511.20429 | translate | read | null |
| 2025-11-25 | Accelerating Time-Optimal Trajectory Planning for Connected and Automated Vehicles with Graph Neural Networks | Viet-Anh Le et.al. | 2511.20383 | translate | read | null |
| 2025-11-06 | Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization | Connor Dunlop et.al. | 2511.05616 | translate | read | null |
| 2025-11-05 | Optimizing Predictive Maintenance in Intelligent Manufacturing: An Integrated FNO-DAE-GNN-PPO MDP Framework | Shiqing Qiu et.al. | 2511.05594 | translate | read | null |
| 2025-11-04 | FilletRec: A Lightweight Graph Neural Network with Intrinsic Features for Automated Fillet Recognition | Jiali Gao et.al. | 2511.05561 | translate | read | null |
| 2025-11-03 | MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network | Chenping Pei et.al. | 2511.05554 | translate | read | null |
| 2025-11-06 | SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression | Brenda Nogueira et.al. | 2511.04838 | translate | read | null |
| 2025-11-06 | Hardware-Accelerated GNN-based Hit Filtering for the Belle II Level-1 Trigger | Greta Heine et.al. | 2511.04731 | translate | read | null |
| 2025-11-06 | Machine learning-driven elasticity prediction in advanced inorganic materials via convolutional neural networks | Yujie Liu et.al. | 2511.04468 | translate | read | null |
| 2025-11-06 | Graph Neural Networks for User Satisfaction Classification in Human-Computer Interaction | Rui Liu et.al. | 2511.04166 | translate | read | null |
| 2025-11-06 | ScaleDL: Towards Scalable and Efficient Runtime Prediction for Distributed Deep Learning Workloads | Xiaokai Wang et.al. | 2511.04162 | translate | read | null |
| 2025-11-06 | DeNoise: Learning Robust Graph Representations for Unsupervised Graph-Level Anomaly Detection | Qingfeng Chen et.al. | 2511.04086 | translate | read | null |
| 2025-11-06 | Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering | Xinying Qian et.al. | 2511.04072 | translate | read | null |
| 2025-11-06 | GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization | Mahmoud Soliman et.al. | 2511.04008 | translate | read | null |
| 2025-11-05 | Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks | Ryien Hosseini et.al. | 2511.03824 | translate | read | null |
| 2025-11-04 | Attention-based ROI Discovery in 3D Tissue Images | Hossein Fathollahian et.al. | 2511.03751 | translate | read | null |
| 2025-11-05 | SHIELD: Securing Healthcare IoT with Efficient Machine Learning Techniques for Anomaly Detection | Mahek Desai et.al. | 2511.03661 | translate | read | null |
| 2025-11-05 | Enhancing composition-based materials property prediction by cross-modal knowledge transfer | Ivan Rubtsov et.al. | 2511.03371 | translate | read | null |
| 2025-11-05 | Graph Neural AI with Temporal Dynamics for Comprehensive Anomaly Detection in Microservices | Qingyuan Zhang et.al. | 2511.03285 | translate | read | null |
| 2025-11-05 | GMoPE:A Prompt-Expert Mixture Framework for Graph Foundation Models | Zhibin Wang et.al. | 2511.03251 | translate | read | null |
| 2025-11-05 | GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes | Hajung Kim et.al. | 2511.03170 | translate | read | null |
| 2025-11-04 | Homomorphism distortion: A metric to distinguish them all and in the latent space bind them | Martin Carrasco et.al. | 2511.03068 | translate | read | null |
| 2025-11-04 | Discrete Bayesian Sample Inference for Graph Generation | Ole Petersen et.al. | 2511.03015 | translate | read | null |
| 2025-11-04 | Digital Twin-Driven Pavement Health Monitoring and Maintenance Optimization Using Graph Neural Networks | Mohsin Mahmud Topu et.al. | 2511.02957 | translate | read | null |
| 2025-11-04 | Causal Graph Neural Networks for Healthcare | Munib Mesinovic et.al. | 2511.02531 | translate | read | null |
| 2025-11-04 | Object Detection as an Optional Basis: A Graph Matching Network for Cross-View UAV Localization | Tao Liu et.al. | 2511.02489 | translate | read | null |
| 2025-11-04 | Using ensemble learning with hybrid graph neural networks and transformers to predict traffic in cities | Ismail Zrigui et.al. | 2511.02484 | translate | read | null |
| 2025-11-04 | Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary Environments | Qingyun Sun et.al. | 2511.02354 | translate | read | null |
| 2025-11-04 | Link prediction Graph Neural Networks for structure recognition of Handwritten Mathematical Expressions | Cuong Tuan Nguyen et.al. | 2511.02288 | translate | read | null |
| 2025-11-04 | Optimizing Multi-Lane Intersection Performance in Mixed Autonomy Environments | Manonmani Sekar et.al. | 2511.02217 | translate | read | null |
| 2025-11-04 | PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks | Fuyi Wang et.al. | 2511.02185 | translate | read | null |
| 2025-11-03 | Rethinking LLM Human Simulation: When a Graph is What You Need | Joseph Suh et.al. | 2511.02135 | translate | read | null |
| 2025-11-03 | Predicting Microbial Interactions Using Graph Neural Networks | Elham Gholamzadeh et.al. | 2511.02038 | translate | read | null |
| 2025-11-03 | HGFreNet: Hop-hybrid GraphFomer for 3D Human Pose Estimation with Trajectory Consistency in Frequency Domain | Kai Zhai et.al. | 2511.01756 | translate | read | null |
| 2025-11-03 | HyperNQ: A Hypergraph Neural Network Decoder for Quantum LDPC Codes | Ameya S. Bhave et.al. | 2511.01741 | translate | read | null |
| 2025-11-03 | Panther: A Cost-Effective Privacy-Preserving Framework for GNN Training and Inference Services in Cloud Environments | Congcong Chen et.al. | 2511.01654 | translate | read | null |
| 2025-11-03 | IVGAE-TAMA-BO: A novel temporal dynamic variational graph model for link prediction in global food trade networks with momentum structural memory and Bayesian optimization | Sicheng Wang et.al. | 2511.01639 | translate | read | null |
| 2025-11-03 | Benchmark-Ready 3D Anatomical Shape Classification | Tomáš Krsička et.al. | 2511.01613 | translate | read | null |
| 2025-11-03 | Gated Fusion Enhanced Multi-Scale Hierarchical Graph Convolutional Network for Stock Movement Prediction | Xiaosha Xue et.al. | 2511.01570 | translate | read | null |
| 2025-11-03 | Efficient Curvature-aware Graph Network | Chaoqun Fei et.al. | 2511.01443 | translate | read | null |
| 2025-11-03 | Leveraging Compact Satellite Embeddings and Graph Neural Networks for Large-Scale Poverty Mapping | Markus B. Pettersson et.al. | 2511.01408 | translate | read | null |
| 2025-11-03 | Diffusion-Based Solver for CNF Placement on the Cloud-Continuum | Álvaro Vázquez Rodríguez et.al. | 2511.01343 | translate | read | null |
| 2025-11-03 | Graph Neural Network-Based Semi-Supervised Open-Set Fault Diagnosis for Marine Machinery Systems | Chuyue Lou et.al. | 2511.01258 | translate | read | null |
| 2025-11-03 | KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records | Kun-Wei Lin et.al. | 2511.01249 | translate | read | null |
| 2025-11-03 | WindMiL: Equivariant Graph Learning for Wind Loading Prediction | Themistoklis Vargiemezis et.al. | 2511.01226 | translate | read | null |
| 2025-11-03 | An Interdisciplinary and Cross-Task Review on Missing Data Imputation | Jicong Fan et.al. | 2511.01196 | translate | read | null |
| 2025-11-03 | A Topology-Aware Graph Convolutional Network for Human Pose Similarity and Action Quality Assessment | Minmin Zeng et.al. | 2511.01194 | translate | read | null |
| 2025-11-03 | STELLAR-koff: A Transfer Learning Model for Protein-Ligand Dissociation Rate Constant Prediction Based on Interaction Landscape | Jingyuan Li et.al. | 2511.01171 | translate | read | null |
| 2025-11-02 | GraphGeo: Multi-Agent Debate Framework for Visual Geo-localization with Heterogeneous Graph Neural Networks | Heng Zheng et.al. | 2511.00908 | translate | read | null |
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