Graph Neural Networks - 2026-01
Graph Neural Networks - 2026-01
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2026-01-30 | Graph Attention Network for Node Regression on Random Geometric Graphs with Erdős–Rényi contamination | Somak Laha et.al. | 2601.23239 | translate | read | null |
| 2026-01-30 | Sequence Diffusion Model for Temporal Link Prediction in Continuous-Time Dynamic Graph | Nguyen Minh Duc et.al. | 2601.23233 | translate | read | null |
| 2026-01-30 | Disentangling multispecific antibody function with graph neural networks | Joshua Southern et.al. | 2601.23212 | translate | read | null |
| 2026-01-30 | Learning to Execute Graph Algorithms Exactly with Graph Neural Networks | Muhammad Fetrat Qharabagh et.al. | 2601.23207 | translate | read | null |
| 2026-01-30 | Securing Time in Energy IoT: A Clock-Dynamics-Aware Spatio-Temporal Graph Attention Network for Clock Drift Attacks and Y2K38 Failures | Saeid Jamshidi et.al. | 2601.23147 | translate | read | null |
| 2026-01-30 | Scalable Topology-Preserving Graph Coarsening with Graph Collapse | Xiang Wu et.al. | 2601.22943 | translate | read | null |
| 2026-01-30 | Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective | Mengfan Liu et.al. | 2601.22678 | translate | read | null |
| 2026-01-30 | NAG: A Unified Native Architecture for Encoder-free Text-Graph Modeling in Language Models | Haisong Gong et.al. | 2601.22657 | translate | read | null |
| 2026-01-30 | Non-Intrusive Graph-Based Bot Detection for E-Commerce Using Inductive Graph Neural Networks | Sichen Zhao et.al. | 2601.22579 | translate | read | null |
| 2026-01-29 | Learning to Dial-a-Ride: A Deep Graph Reinforcement Learning Approach to the Electric Dial-a-Ride Problem | Sten Elling Tingstad Jacobsen et.al. | 2601.22052 | translate | read | null |
| 2026-01-29 | MEIDNet: Multimodal generative AI framework for inverse materials design | Anand Babu et.al. | 2601.22009 | translate | read | null |
| 2026-01-29 | Bridging Graph Structure and Knowledge-Guided Editing for Interpretable Temporal Knowledge Graph Reasoning | Shiqi Fan et.al. | 2601.21978 | translate | read | null |
| 2026-01-29 | Duality-Guided Graph Learning for Real-Time Joint Connectivity and Routing in LEO Mega-Constellations | Zhouyou Gu et.al. | 2601.21921 | translate | read | null |
| 2026-01-29 | How Expressive Are Graph Neural Networks in the Presence of Node Identifiers? | Arie Soeteman et.al. | 2601.21882 | translate | read | null |
| 2026-01-29 | Embodied Task Planning via Graph-Informed Action Generation with Large Lanaguage Model | Xiang Li et.al. | 2601.21841 | translate | read | null |
| 2026-01-29 | Beyond Parameter Finetuning: Test-Time Representation Refinement for Node Classification | Jiaxin Zhang et.al. | 2601.21615 | translate | read | null |
| 2026-01-29 | Heterogeneity-Aware Knowledge Sharing for Graph Federated Learning | Wentao Yu et.al. | 2601.21589 | translate | read | null |
| 2026-01-29 | Mean-Field Control on Sparse Graphs: From Local Limits to GNNs via Neighborhood Distributions | Tobias Schmidt et.al. | 2601.21477 | translate | read | null |
| 2026-01-29 | Synthetic Pattern Generation and Detection of Financial Activities using Graph Autoencoders | Francesco Zola et.al. | 2601.21446 | translate | read | null |
| 2026-01-29 | Rethinking Federated Graph Foundation Models: A Graph-Language Alignment-based Approach | Yinlin Zhu et.al. | 2601.21369 | translate | read | null |
| 2026-01-29 | Few-Shot Learning for Dynamic Operations of Automated Electric Taxi Fleets under Evolving Charging Infrastructure: A Meta-Deep Reinforcement Learning Approach | Xiaozhuang Li et.al. | 2601.21312 | translate | read | null |
| 2026-01-29 | EGAM: Extended Graph Attention Model for Solving Routing Problems | Licheng Wang et.al. | 2601.21281 | translate | read | null |
| 2026-01-28 | Accurate Thermophysical Properties of Water using Machine-Learned Potentials | Tobias Hilpert et.al. | 2601.21103 | translate | read | null |
| 2026-01-28 | GNN Explanations that do not Explain and How to find Them | Steve Azzolin et.al. | 2601.20815 | translate | read | null |
| 2026-01-28 | GraphAllocBench: A Flexible Benchmark for Preference-Conditioned Multi-Objective Policy Learning | Zhiheng Jiang et.al. | 2601.20753 | translate | read | null |
| 2026-01-28 | Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs | Melika Mobini et.al. | 2601.20704 | translate | read | null |
| 2026-01-28 | RL based Beamforming Optimization for 3D Pinching Antenna assisted ISAC Systems | Qian Gao et.al. | 2601.20654 | translate | read | null |
| 2026-01-28 | TGSBM: Transformer-Guided Stochastic Block Model for Link Prediction | Zhejian Yang et.al. | 2601.20646 | translate | read | null |
| 2026-01-28 | CCMamba: Selective State-Space Models for Higher-Order Graph Learning on Combinatorial Complexes | Jiawen Chen et.al. | 2601.20518 | translate | read | null |
| 2026-01-28 | Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers | Parisa Fard Moshiri et.al. | 2601.20229 | translate | read | null |
| 2026-01-28 | NeuraLSP: An Efficient and Rigorous Neural Left Singular Subspace Preconditioner for Conjugate Gradient Methods | Alexander Benanti et.al. | 2601.20174 | translate | read | null |
| 2026-01-28 | Cascaded Vulnerability Attacks in Software Supply Chains | Laura Baird et.al. | 2601.20158 | translate | read | null |
| 2026-01-27 | The Effect of Architecture During Continual Learning | Allyson Hahn et.al. | 2601.19766 | translate | read | null |
| 2026-01-27 | Fixed Aggregation Features Can Rival GNNs | Celia Rubio-Madrigal et.al. | 2601.19449 | translate | read | null |
| 2026-01-27 | AoI-Driven Queue Management and Power Control in V2V Networks: A GNN-Enhanced MARL Approach | Hao Fang et.al. | 2601.19372 | translate | read | null |
| 2026-01-27 | GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance | Zhixiao Wang et.al. | 2601.19352 | translate | read | null |
| 2026-01-27 | GPCR-Filter: a deep learning framework for efficient and precise GPCR modulator discovery | Jingjie Ning et.al. | 2601.19149 | translate | read | null |
| 2026-01-27 | TFFM: Topology-Aware Feature Fusion Module via Latent Graph Reasoning for Retinal Vessel Segmentation | Iftekhar Ahmed et.al. | 2601.19136 | translate | read | null |
| 2026-01-27 | FloydNet: A Learning Paradigm for Global Relational Reasoning | Jingcheng Yu et.al. | 2601.19094 | translate | read | null |
| 2026-01-26 | XIMP: Cross Graph Inter-Message Passing for Molecular Property Prediction | Anatol Ehrlich et.al. | 2601.19037 | translate | read | null |
| 2026-01-26 | ASEHybrid: When Geometry Matters Beyond Homophily in Graph Neural Networks | Shalima Binta Manir et.al. | 2601.18912 | translate | read | null |
| 2026-01-26 | AGSP-DSA: An Adaptive Graph Signal Processing Framework for Robust Multimodal Fusion with Dynamic Semantic Alignment | KV Karthikeya et.al. | 2601.18589 | translate | read | null |
| 2026-01-26 | TopKGAT: A Top-K Objective-Driven Architecture for Recommendation | Sirui Chen et.al. | 2601.18432 | translate | read | null |
| 2026-01-26 | Scalable Quantum Message Passing Graph Neural Networks for Next-Generation Wireless Communications: Architectures, Use Cases, and Future Directions | Le Tung Giang et.al. | 2601.18198 | translate | read | null |
| 2026-01-26 | LungCRCT: Causal Representation based Lung CT Processing for Lung Cancer Treatment | Daeyoung Kim et.al. | 2601.18118 | translate | read | null |
| 2026-01-26 | GLEN-Bench: A Graph-Language based Benchmark for Nutritional Health | Jiatan Huang et.al. | 2601.18106 | translate | read | null |
| 2026-01-23 | Flow Matching for Probabilistic Monocular 3D Human Pose Estimation | Cuong Le et.al. | 2601.16763 | translate | read | null |
| 2026-01-23 | E2Former-V2: On-the-Fly Equivariant Attention with Linear Activation Memory | Lin Huang et.al. | 2601.16622 | translate | read | null |
| 2026-01-23 | BoostFGL: Boosting Fairness in Federated Graph Learning | Zekai Chen et.al. | 2601.16496 | translate | read | null |
| 2026-01-22 | Coarse-to-Fine Non-rigid Multi-modal Image Registration for Historical Panel Paintings based on Crack Structures | Aline Sindel et.al. | 2601.16348 | translate | read | null |
| 2026-01-22 | Predicting Healthcare System Visitation Flow by Integrating Hospital Attributes and Population Socioeconomics with Human Mobility Data | Binbin Lin et.al. | 2601.15977 | translate | read | null |
| 2026-01-22 | Communication-efficient Federated Graph Classification via Generative Diffusion Modeling | Xiuling Wang et.al. | 2601.15722 | translate | read | null |
| 2026-01-21 | SAGE-FM: A lightweight and interpretable spatial transcriptomics foundation model | Xianghao Zhan et.al. | 2601.15504 | translate | read | null |
| 2026-01-21 | Multi-Targeted Graph Backdoor Attack | Md Nabi Newaz Khan et.al. | 2601.15474 | translate | read | null |
| 2026-01-21 | Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network | Aoran Liu et.al. | 2601.15110 | translate | read | null |
| 2026-01-21 | LoRAP: Low-Rank Aggregation Prompting for Quantized Graph Neural Networks Training | Chenyu Liu et.al. | 2601.15079 | translate | read | null |
| 2026-01-21 | Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability | Andrea Protani et.al. | 2601.15042 | translate | read | null |
| 2026-01-21 | ExPrIS: Knowledge-Level Expectations as Priors for Object Interpretation from Sensor Data | Marian Renz et.al. | 2601.15025 | translate | read | null |
| 2026-01-21 | Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation | Hanqi Jin et.al. | 2601.14955 | translate | read | null |
| 2026-01-21 | Learning and extrapolating scale-invariant processes | Anaclara Alvez-Canepa et.al. | 2601.14810 | translate | read | null |
| 2026-01-21 | FSX: Message Flow Sensitivity Enhanced Structural Explainer for Graph Neural Networks | Bizu Feng et.al. | 2601.14730 | translate | read | null |
| 2026-01-21 | PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering | Doyun Choi et.al. | 2601.14720 | translate | read | null |
| 2026-01-21 | Re-understanding Graph Unlearning through Memorization | Pengfei Ding et.al. | 2601.14694 | translate | read | null |
| 2026-01-21 | Relational Graph Modeling for Credit Default Prediction: Heterogeneous GNNs and Hybrid Ensemble Learning | Yvonne Yang et.al. | 2601.14633 | translate | read | null |
| 2026-01-20 | Report for NSF Workshop on AI for Electronic Design Automation | Deming Chen et.al. | 2601.14541 | translate | read | null |
| 2026-01-20 | engGNN: A Dual-Graph Neural Network for Omics-Based Disease Classification and Feature Selection | Tiantian Yang et.al. | 2601.14536 | translate | read | null |
| 2026-01-20 | Towards Transparent Malware Detection With Granular Explainability: Backtracking Meta-Coarsened Explanations Onto Assembly Flow Graphs With Graph Neural Networks | Griffin Higgins et.al. | 2601.14511 | translate | read | null |
| 2026-01-20 | Riemannian Liquid Spatio-Temporal Graph Network | Liangsi Lu et.al. | 2601.14115 | translate | read | null |
| 2026-01-20 | Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-Modal MRI | Andrea Protani et.al. | 2601.14055 | translate | read | null |
| 2026-01-20 | Facial Spatiotemporal Graphs: Leveraging the 3D Facial Surface for Remote Physiological Measurement | Sam Cantrill et.al. | 2601.13724 | translate | read | null |
| 2026-01-20 | Resilient Routing: Risk-Aware Dynamic Routing in Smart Logistics via Spatiotemporal Graph Learning | Zhiming Xue et.al. | 2601.13632 | translate | read | null |
| 2026-01-20 | TRGCN: A Hybrid Framework for Social Network Rumor Detection | Yanqin Yan et.al. | 2601.13573 | translate | read | null |
| 2026-01-20 | Self-Supervised Learning of Parametric Approximation for Security-Constrained DC-OPF | Anderson Anrrango et.al. | 2601.13486 | translate | read | null |
| 2026-01-19 | Graph Neural Networks are Heuristics | Yimeng Min et.al. | 2601.13465 | translate | read | null |
| 2026-01-19 | TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction | Dahai Yu et.al. | 2601.13422 | translate | read | null |
| 2026-01-19 | Rethinking Quantum Noise in Quantum Machine Learning: When Noise Improves Learning | Linghua Zhu et.al. | 2601.13275 | translate | read | null |
| 2026-01-19 | Conflict Detection in AI-RAN: Efficient Interaction Learning and Autonomous Graph Reconstruction | Joao F. Santos et.al. | 2601.13213 | translate | read | null |
| 2026-01-19 | HT-GNN: Hyper-Temporal Graph Neural Network for Customer Lifetime Value Prediction in Baidu Ads | Xiaohui Zhao et.al. | 2601.13013 | translate | read | null |
| 2026-01-19 | OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models | Shiyuan Li et.al. | 2601.12996 | translate | read | null |
| 2026-01-19 | Efficient Code Analysis via Graph-Guided Large Language Models | Hang Gao et.al. | 2601.12890 | translate | read | null |
| 2026-01-19 | Hierarchical Sparse Circuit Extraction from Billion-Parameter Language Models through Scalable Attribution Graph Decomposition | Mohammed Mudassir Uddin et.al. | 2601.12879 | translate | read | null |
| 2026-01-19 | Knowledge-Integrated Representation Learning for Crypto Anomaly Detection under Extreme Label Scarcity; Relational Domain-Logic Integration with Retrieval-Grounded Context and Path-Level Explanations | Gyuyeon Na et.al. | 2601.12839 | translate | read | null |
| 2026-01-19 | Eddy-Resolving Global Ocean Forecasting with Multi-Scale Graph Neural Networks | Yuta Hirabayashi et.al. | 2601.12775 | translate | read | null |
| 2026-01-19 | A Boolean Function-Theoretic Framework for Expressivity in GNNs with Applications to Fair Graph Mining | Manjish Pal et.al. | 2601.12751 | translate | read | null |
| 2026-01-19 | A Graph Prompt Fine-Tuning Method for WSN Spatio-Temporal Correlation Anomaly Detection | Miao Ye et.al. | 2601.12745 | translate | read | null |
| 2026-01-19 | Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks | Xingran Chen et.al. | 2601.12662 | translate | read | null |
| 2026-01-19 | Two-Layer Reinforcement Learning-Assisted Joint Beamforming and Trajectory Optimization for Multi-UAV Downlink Communications | Ruiqi Wang et.al. | 2601.12659 | translate | read | null |
| 2026-01-19 | Topology-Aware Multiscale Mixture of Experts for Efficient Molecular Property Prediction | Long D. Nguyen et.al. | 2601.12637 | translate | read | null |
| 2026-01-16 | GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance | Francisco Giral et.al. | 2601.11440 | translate | read | null |
| 2026-01-16 | New Adaptive Mechanism for Large Neighborhood Search using Dual Actor-Critic | Shaohua Yu et.al. | 2601.11414 | translate | read | null |
| 2026-01-16 | Factored Value Functions for Graph-Based Multi-Agent Reinforcement Learning | Ahmed Rashwan et.al. | 2601.11401 | translate | read | null |
| 2026-01-16 | Composite and Staged Trust Evaluation for Multi-Hop Collaborator Selection | Botao Zhu et.al. | 2601.11323 | translate | read | null |
| 2026-01-16 | Latent Dynamics Graph Convolutional Networks for model order reduction of parameterized time-dependent PDEs | Lorenzo Tomada et.al. | 2601.11259 | translate | read | null |
| 2026-01-16 | Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs | Yichun Yang et.al. | 2601.11159 | translate | read | null |
| 2026-01-16 | MiCA: A Mobility-Informed Causal Adapter for Lightweight Epidemic Forecasting | Suhan Guo et.al. | 2601.11089 | translate | read | null |
| 2026-01-16 | Bridging Cognitive Neuroscience and Graph Intelligence: Hippocampus-Inspired Multi-View Hypergraph Learning for Web Finance Fraud | Rongkun Cui et.al. | 2601.11073 | translate | read | null |
| 2026-01-16 | KOCOBrain: Kuramoto-Guided Graph Network for Uncovering Structure-Function Coupling in Adolescent Prenatal Drug Exposure | Badhan Mazumder et.al. | 2601.11018 | translate | read | null |
| 2026-01-16 | Data-driven Prediction of Ionic Conductivity in Solid-State Electrolytes with Machine Learning and Large Language Models | Haewon Kim et.al. | 2601.10997 | translate | read | null |
| 2026-01-16 | Graph Neural Network Reveals the Local Cortical Morphology of Brain Aging in Normal Cognition and Alzheimers Disease | Samuel D. Anderson et.al. | 2601.10912 | translate | read | null |
| 2026-01-15 | PLGC: Pseudo-Labeled Graph Condensation | Jay Nandy et.al. | 2601.10358 | translate | read | null |
| 2026-01-15 | A Low-Complexity Architecture for Multi-access Coded Caching Systems with Arbitrary User-cache Access Topology | Ting Yang et.al. | 2601.10175 | translate | read | null |
| 2026-01-15 | MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning | Yusong Wang et.al. | 2601.10157 | translate | read | null |
| 2026-01-15 | DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis | Chengjia Liang et.al. | 2601.10001 | translate | read | null |
| 2026-01-14 | SPOT-Face: Forensic Face Identification using Attention Guided Optimal Transport | Ravi Shankar Prasad et.al. | 2601.09229 | translate | read | null |
| 2026-01-13 | Safe Heterogeneous Multi-Agent RL with Communication Regularization for Coordinated Target Acquisition | Gabriele Calzolari et.al. | 2601.08327 | translate | read | null |
| 2026-01-13 | Temporal-Enhanced Interpretable Multi-Modal Prognosis and Risk Stratification Framework for Diabetic Retinopathy (TIMM-ProRS) | Susmita Kar et.al. | 2601.08240 | translate | read | null |
| 2026-01-13 | GADPN: Graph Adaptive Denoising and Perturbation Networks via Singular Value Decomposition | Hao Deng et.al. | 2601.08230 | translate | read | null |
| 2026-01-12 | InfGraND: An Influence-Guided GNN-to-MLP Knowledge Distillation | Amir Eskandari et.al. | 2601.08033 | translate | read | null |
| 2026-01-12 | Learning to Unfold Fractional Programming for Multi-Cell MU-MIMO Beamforming with Graph Neural Networks | Zihan Jiao et.al. | 2601.07630 | translate | read | null |
| 2026-01-12 | Position: Don’t be Afraid of Over-Smoothing And Over-Squashing | Niklas Kormann et.al. | 2601.07419 | translate | read | null |
| 2026-01-12 | PLANET v2.0: A comprehensive Protein-Ligand Affinity Prediction Model Based on Mixture Density Network | Haotian Gao et.al. | 2601.07415 | translate | read | null |
| 2026-01-12 | Curvature-driven shifts of the Potts transition on spherical Fibonacci graphs: a graph-convolutional transfer-learning study | Zheng Zhou et.al. | 2601.07346 | translate | read | null |
| 2026-01-12 | Learning to Trust the Crowd: A Multi-Model Consensus Reasoning Engine for Large Language Models | Pranav Kallem et.al. | 2601.07245 | translate | read | null |
| 2026-01-12 | Generating readily synthesizable small molecule fluorophore scaffolds with reinforcement learning | Ruhi Sayana et.al. | 2601.07145 | translate | read | null |
| 2026-01-11 | Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech | Mohd Mujtaba Akhtar et.al. | 2601.07064 | translate | read | null |
| 2026-01-11 | Continuous Energy Landscape Model for Analyzing Brain State Transitions | Triet M. Tran et.al. | 2601.06991 | translate | read | null |
| 2026-01-11 | Graph Neural Network with One-side Edge Sampling for Fraud Detection | Hoang Hiep Trieu et.al. | 2601.06800 | translate | read | null |
| 2026-01-10 | A Power Electronic Converter Control Framework Based on Graph Neural Networks – An Early Proof-of-Concept | Darius Jakobeit et.al. | 2601.06686 | translate | read | null |
| 2026-01-10 | Object-Centric World Models Meet Monte Carlo Tree Search | Rodion Vakhitov et.al. | 2601.06604 | translate | read | null |
| 2026-01-10 | Hierarchical Pooling and Explainability in Graph Neural Networks for Tumor and Tissue-of-Origin Classification Using RNA-seq Data | Thomas Vaitses Fontanari et.al. | 2601.06381 | translate | read | null |
| 2026-01-08 | TimeGNN-Augmented Hybrid-Action MARL for Fine-Grained Task Partitioning and Energy-Aware Offloading in MEC | Wei Ai et.al. | 2601.06191 | translate | read | null |
| 2026-01-05 | Causal and Federated Multimodal Learning for Cardiovascular Risk Prediction under Heterogeneous Populations | Rohit Kaushik et.al. | 2601.06140 | translate | read | null |
| 2026-01-09 | CyberGFM: Graph Foundation Models for Lateral Movement Detection in Enterprise Networks | Isaiah J. King et.al. | 2601.05988 | translate | read | null |
| 2026-01-09 | A Non Linear Spectral Graph Neural Network Simulator for More Stable and Accurate Rollouts | Salman N. Salman et.al. | 2601.05860 | translate | read | null |
| 2026-01-09 | Inferring the Turbulent Breakup of Colloidal Aggregates Using Graph Neural Networks | Michele Buzzicotti et.al. | 2601.05667 | translate | read | null |
| 2026-01-09 | Scalable Heterogeneous Graph Learning via Heterogeneous-aware Orthogonal Prototype Experts | Wei Zhou et.al. | 2601.05537 | translate | read | null |
| 2026-01-08 | DynaSTy: A Framework for SpatioTemporal Node Attribute Prediction in Dynamic Graphs | Namrata Banerji et.al. | 2601.05391 | translate | read | null |
| 2026-01-08 | Knowledge Distillation of a Protein Language Model Yields a Foundational Implicit Solvent Model | Justin Airas et.al. | 2601.05388 | translate | read | null |
| 2026-01-08 | Neural Algorithmic Reasoning for Approximate $k$ -Coloring with Recursive Warm Starts | Knut Vanderbush et.al. | 2601.05137 | translate | read | null |
| 2026-01-08 | Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution | Francesco Ferrini et.al. | 2601.04855 | translate | read | null |
| 2026-01-08 | Parallelizing Node-Level Explainability in Graph Neural Networks | Oscar Llorente et.al. | 2601.04807 | translate | read | null |
| 2026-01-08 | MPM-LLM4DSE: Reaching the Pareto Frontier in HLS with Multimodal Learning and LLM-Driven Exploration | Lei Xu et.al. | 2601.04801 | translate | read | null |
| 2026-01-08 | Scalable Dielectric Tensor Predictions for Inorganic Materials using Equivariant Graph Neural Networks | Haowei Hua et.al. | 2601.04755 | translate | read | null |
| 2026-01-08 | MQ-GNN: A Multi-Queue Pipelined Architecture for Scalable and Efficient GNN Training | Irfan Ullah et.al. | 2601.04707 | translate | read | null |
| 2026-01-08 | A zone-based training approach for last-mile routing using Graph Neural Networks and Pointer Networks | Àngel Ruiz-Fas et.al. | 2601.04705 | translate | read | null |
| 2026-01-08 | A Method for Constructing a Digital Transformation Driving Mechanism Based on Semantic Understanding of Large Models | Huayi Liu et.al. | 2601.04696 | translate | read | null |
| 2026-01-08 | Forecasting Equity Correlations with Hybrid Transformer Graph Neural Network | Jack Fanshawe et.al. | 2601.04602 | translate | read | null |
| 2026-01-08 | A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention | Peixin Huang et.al. | 2601.04509 | translate | read | null |
| 2026-01-07 | Graph Integrated Transformers for Community Detection in Social Networks | Heba Zahran et.al. | 2601.04367 | translate | read | null |
| 2026-01-07 | IGA-LWP: An Iterative Gradient-based Adversarial Attack for Link Weight Prediction | Cunlai Pu et.al. | 2601.04259 | translate | read | null |
| 2026-01-07 | Hierarchical GNN-Based Multi-Agent Learning for Dynamic Queue-Jump Lane and Emergency Vehicle Corridor Formation | Haoran Su et.al. | 2601.04177 | translate | read | null |
| 2026-01-07 | Dual-Attention Heterogeneous GNN for Multi-robot Collaborative Area Search via Deep Reinforcement Learning | Lina Zhu et.al. | 2601.03686 | translate | read | null |
| 2026-01-06 | Explainable Fuzzy GNNs for Leak Detection in Water Distribution Networks | Qusai Khaled et.al. | 2601.03062 | translate | read | null |
| 2026-01-06 | Flow Matching and Diffusion Models via PointNet for Generating Fluid Fields on Irregular Geometries | Ali Kashefi et.al. | 2601.03030 | translate | read | null |
| 2026-01-06 | Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks | Li Fu et.al. | 2601.02661 | translate | read | null |
| 2026-01-06 | Listen to the Unexpected: Self-Supervised Surprise Detection for Efficient Viewport Prediction | Arman Nik Khah et.al. | 2601.02629 | translate | read | null |
| 2026-01-05 | Shallow- and Deep-fake Image Manipulation Localization Using Vision Mamba and Guided Graph Neural Network | Junbin Zhang et.al. | 2601.02566 | translate | read | null |
| 2026-01-05 | mHC-GNN: Manifold-Constrained Hyper-Connections for Graph Neural Networks | Subhankar Mishra et.al. | 2601.02451 | translate | read | null |
| 2026-01-05 | Focus on What Matters: Fisher-Guided Adaptive Multimodal Fusion for Vulnerability Detection | Yun Bian et.al. | 2601.02438 | translate | read | null |
| 2026-01-05 | Quantized SO(3)-Equivariant Graph Neural Networks for Efficient Molecular Property Prediction | Haoyu Zhou et.al. | 2601.02213 | translate | read | null |
| 2026-01-05 | ACDZero: MCTS Agent for Mastering Automated Cyber Defense | Yu Li et.al. | 2601.02196 | translate | read | null |
| 2026-01-05 | Multi-fidelity graph-based neural networks architectures to learn Navier-Stokes solutions on non-parametrized 2D domains | Francesco Songia et.al. | 2601.02157 | translate | read | null |
| 2026-01-05 | Edge-aware GAT-based protein binding site prediction | Weisen Yang et.al. | 2601.02138 | translate | read | null |
| 2026-01-05 | Flo: A data-driven limited-area storm surge model | Nils Melsom Kristensen et.al. | 2601.02090 | translate | read | null |
| 2026-01-04 | Learning Resilient Elections with Adversarial GNNs | Hao Xiang Li et.al. | 2601.01653 | translate | read | null |
| 2026-01-04 | Accelerating Storage-Based Training for Graph Neural Networks | Myung-Hwan Jang et.al. | 2601.01473 | translate | read | null |
| 2026-01-03 | Sparse Bayesian Message Passing under Structural Uncertainty | Yoonhyuk Choi et.al. | 2601.01207 | translate | read | null |
| 2026-01-03 | Learning from Historical Activations in Graph Neural Networks | Yaniv Galron et.al. | 2601.01123 | translate | read | null |
| 2026-01-02 | Traffic-Aware Optimal Taxi Placement Using Graph Neural Network-Based Reinforcement Learning | Sonia Khetarpaul et.al. | 2601.00607 | translate | read | null |
| 2026-01-02 | Difference-in-Differences using Double Negative Controls and Graph Neural Networks for Unmeasured Network Confounding | Zihan Zhang et.al. | 2601.00603 | translate | read | null |
| 2026-01-01 | Neural Minimum Weight Perfect Matching for Quantum Error Codes | Yotam Peled et.al. | 2601.00242 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)