Graph Neural Networks - 2026-03
Graph Neural Networks - 2026-03
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2026-03-31 | Learning Structural-Functional Brain Representations through Multi-Scale Adaptive Graph Attention for Cognitive Insight | Badhan Mazumder et.al. | 2603.29967 | translate | read | null |
| 2026-03-31 | NeuroBRIDGE: Behavior-Conditioned Koopman Dynamics with Riemannian Alignment for Early Substance Use Initiation Prediction from Longitudinal Functional Connectome | Badhan Mazumder et.al. | 2603.29960 | translate | read | null |
| 2026-03-31 | MAPLE: Multi-Path Adaptive Propagation with Level-Aware Embeddings for Hierarchical Multi-Label Image Classification | Boshko Koloski et.al. | 2603.29784 | translate | read | null |
| 2026-03-31 | Disentangled Graph Prompting for Out-Of-Distribution Detection | Cheng Yang et.al. | 2603.29644 | translate | read | null |
| 2026-03-31 | Variational Graph Neural Networks for Uncertainty Quantification in Inverse Problems | David Gonzalez et.al. | 2603.29515 | translate | read | null |
| 2026-03-31 | Square Superpixel Generation and Representation Learning via Granular Ball Computing | Shuyin Xia et.al. | 2603.29460 | translate | read | null |
| 2026-03-31 | Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs | Yuxuan Liu et.al. | 2603.29384 | translate | read | null |
| 2026-03-31 | From Physics to Surrogate Intelligence: A Unified Electro-Thermo-Optimization Framework for TSV Networks | Mohamed Gharib et.al. | 2603.29268 | translate | read | null |
| 2026-03-31 | Software Vulnerability Detection Using a Lightweight Graph Neural Network | Miles Farmer et.al. | 2603.29216 | translate | read | null |
| 2026-03-31 | Efficient and Scalable Granular-ball Graph Coarsening Method for Large-scale Graph Node Classification | Guan Wang et.al. | 2603.29148 | translate | read | null |
| 2026-03-31 | HCLSM: Hierarchical Causal Latent State Machines for Object-Centric World Modeling | Jaber Jaber et.al. | 2603.29090 | translate | read | null |
| 2026-03-30 | Spectral Higher-Order Neural Networks | Gianluca Peri et.al. | 2603.28420 | translate | read | null |
| 2026-03-30 | FairGC: Fairness-aware Graph Condensation | Yihan Gao et.al. | 2603.28321 | translate | read | null |
| 2026-03-30 | NeiGAD: Augmenting Graph Anomaly Detection via Spectral Neighbor Information | Qing Qing et.al. | 2603.28300 | translate | read | null |
| 2026-03-30 | ORACAL: A Robust and Explainable Multimodal Framework for Smart Contract Vulnerability Detection with Causal Graph Enrichment | Tran Duong Minh Dai et.al. | 2603.28128 | translate | read | null |
| 2026-03-30 | FedDES: Graph-Based Dynamic Ensemble Selection for Personalized Federated Learning | Brianna Mueller et.al. | 2603.28006 | translate | read | null |
| 2026-03-25 | Aluminum solidification and nanopolycrystal deformation via a Graph Neural Network Potential and Million-Atom Simulations | Ian Störmer et.al. | 2603.24360 | translate | read | null |
| 2026-03-25 | CGRL: Causal-Guided Representation Learning for Graph Out-of-Distribution Generalization | Bowen Lu et.al. | 2603.24304 | translate | read | null |
| 2026-03-25 | Reservoir-Based Graph Convolutional Networks | Mayssa Soussia et.al. | 2603.24131 | translate | read | null |
| 2026-03-25 | KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits | Peng Xu et.al. | 2603.24101 | translate | read | null |
| 2026-03-25 | The impact of sensor placement on graph-neural-network-based leakage detection | J. J. H. van Gemert et.al. | 2603.24076 | translate | read | null |
| 2026-03-25 | An Efficient High-Degree, High-Order Equivariant Graph Neural Network for Direct Crystal Structure Optimization | Ziduo Yang et.al. | 2603.23941 | translate | read | null |
| 2026-03-24 | LineMVGNN: Anti-Money Laundering with Line-Graph-Assisted Multi-View Graph Neural Networks | Chung-Hoo Poon et.al. | 2603.23584 | translate | read | null |
| 2026-03-24 | Self-Supervised Graph Neural Networks for Optimal Substation Reconfiguration | Antoine Martinez et.al. | 2603.23401 | translate | read | null |
| 2026-03-24 | Robust and Interpretable Graph Neural Networks for Power Systems State Estimation | Arbel Yaniv et.al. | 2603.23357 | translate | read | null |
| 2026-03-24 | Contrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectors | Max Marriott-Clarke et.al. | 2603.23356 | translate | read | null |
| 2026-03-24 | Can Graph Foundation Models Generalize Over Architecture? | Benjamin Gutteridge et.al. | 2603.22984 | translate | read | null |
| 2026-03-24 | Avoiding Over-smoothing in Social Media Rumor Detection with Pre-trained Propagation Tree Transformer | Chaoqun Cui et.al. | 2603.22854 | translate | read | null |
| 2026-03-24 | Universal and efficient graph neural networks with dynamic attention for machine learning interatomic potentials | Shuyu Bi et.al. | 2603.22810 | translate | read | null |
| 2026-03-24 | CLiGNet: Clinical Label-Interaction Graph Network for Medical Specialty Classification from Clinical Transcriptions | Pronob Kumar Barman et.al. | 2603.22752 | translate | read | null |
| 2026-03-23 | SynLeaF: A Dual-Stage Multimodal Fusion Framework for Synthetic Lethality Prediction Across Pan- and Single-Cancer Contexts | Zheming Xing et.al. | 2603.22369 | translate | read | null |
| 2026-03-23 | Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection | Devashish Chaudhary et.al. | 2603.22365 | translate | read | null |
| 2026-03-22 | Dynamic Fusion-Aware Graph Convolutional Neural Network for Multimodal Emotion Recognition in Conversations | Tao Meng et.al. | 2603.22345 | translate | read | null |
| 2026-03-20 | A graph neural network based chemical mechanism reduction method for combustion applications | Manuru Nithin Padiyar et.al. | 2603.22318 | translate | read | null |
| 2026-03-23 | Probing the Spacetime Structure of Entanglement in Monitored Quantum Circuits with Graph Neural Networks | Javad Vahedi et.al. | 2603.22244 | translate | read | null |
| 2026-03-23 | BOOST-RPF: Boosted Sequential Trees for Radial Power Flow | Ehimare Okoyomon et.al. | 2603.21977 | translate | read | null |
| 2026-03-23 | Riemannian Geometry Speaks Louder Than Words: From Graph Foundation Model to Next-Generation Graph Intelligence | Philip S. Yu et.al. | 2603.21601 | translate | read | null |
| 2026-03-22 | LSA: A Long-Short-term Aspect Interest Transformer for Aspect-Based Recommendation | Le Liu et.al. | 2603.21243 | translate | read | null |
| 2026-03-22 | Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs | Zihui Chen et.al. | 2603.21155 | translate | read | null |
| 2026-03-22 | StreamTGN: A GPU-Efficient Serving System for Streaming Temporal Graph Neural Networks | Lingling Zhang et.al. | 2603.21090 | translate | read | null |
| 2026-03-22 | Characterizing Long-Range Dependencies in Knee Joint Contact Mechanics: A Comparison of Topology Diffusion, Global Routing, and Hybrid Graph Neural Networks | Zhengye Pan et.al. | 2603.21020 | translate | read | null |
| 2026-03-21 | Physics-Informed Graph Neural Jump ODEs for Cascading Failure Prediction in Power Grids | Birva Sevak et.al. | 2603.20838 | translate | read | null |
| 2026-03-21 | Beyond the Academic Monoculture: A Unified Framework and Industrial Perspective for Attributed Graph Clustering | Yunhui Liu et.al. | 2603.20829 | translate | read | null |
| 2026-03-21 | Adversarial Attacks on Locally Private Graph Neural Networks | Matta Varun et.al. | 2603.20746 | translate | read | null |
| 2026-03-21 | AI-Driven Multi-Agent Simulation of Stratified Polyamory Systems: A Computational Framework for Optimizing Social Reproductive Efficiency | Yicai Xing et.al. | 2603.20678 | translate | read | null |
| 2026-03-21 | Incremental GNN Embedding Computation on Streaming Graphs | Qiange Wang et.al. | 2603.20622 | translate | read | null |
| 2026-03-20 | Spatio-Temporal Grid Intelligence: A Hybrid Graph Neural Network and LSTM Framework for Robust Electricity Theft Detection | Adewale U. Oguntola et.al. | 2603.20488 | translate | read | null |
| 2026-03-20 | Jigsaw Regularization in Whole-Slide Image Classification | So Won Jeong et.al. | 2603.20386 | translate | read | null |
| 2026-03-18 | FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing | Zhenxing Yan et.al. | 2603.20283 | translate | read | null |
| 2026-03-20 | Modeling subgrid scale production rates on complex meshes using graph neural networks | Priyabrat Dash et.al. | 2603.19841 | translate | read | null |
| 2026-03-20 | GDEGAN: Gaussian Dynamic Equivariant Graph Attention Network for Ligand Binding Site Prediction | Animesh et.al. | 2603.19817 | translate | read | null |
| 2026-03-20 | Physics-Informed Neural Network with Adaptive Clustering Learning Mechanism for Information Popularity Prediction | Guangyin Jin et.al. | 2603.19599 | translate | read | null |
| 2026-03-20 | CO-EVOLVE: Bidirectional Co-Evolution of Graph Structure and Semantics for Heterophilous Learning | Jinming Xing et.al. | 2603.19596 | translate | read | null |
| 2026-03-20 | Evolving Embodied Intelligence: Graph Neural Network–Driven Co-Design of Morphology and Control in Soft Robotics | Jianqiang Wang et.al. | 2603.19582 | translate | read | null |
| 2026-03-20 | Zero Shot Deformation Reconstruction for Soft Robots Using a Flexible Sensor Array and Cage Based 3D Gaussian Modeling | Linrui Shou et.al. | 2603.19543 | translate | read | null |
| 2026-03-19 | Stochastic Sequential Decision Making over Expanding Networks with Graph Filtering | Zhan Gao et.al. | 2603.19501 | translate | read | null |
| 2026-03-19 | Automating Reformulation for Parallel ADMM | Kaizhao Sun et.al. | 2603.19417 | translate | read | null |
| 2026-03-19 | Position: Spectral GNNs Are Neither Spectral Nor Superior for Node Classification | Qin Jiang et.al. | 2603.19091 | translate | read | null |
| 2026-03-19 | Articulated-Body Dynamics Network: Dynamics-Grounded Prior for Robot Learning | Sangwoo Shin et.al. | 2603.19078 | translate | read | null |
| 2026-03-19 | Ontology-Guided Diffusion for Zero-Shot Visual Sim2Real Transfer | Mohamed Youssef et.al. | 2603.18719 | translate | read | null |
| 2026-03-19 | WarPGNN: A Parametric Thermal Warpage Analysis Framework with Physics-aware Graph Neural Network | Haotian Lu et.al. | 2603.18581 | translate | read | null |
| 2026-03-19 | Attack by Unlearning: Unlearning-Induced Adversarial Attacks on Graph Neural Networks | Jiahao Zhang et.al. | 2603.18570 | translate | read | null |
| 2026-03-18 | ReLaGS: Relational Language Gaussian Splatting | Yaxu Xie et.al. | 2603.17605 | translate | read | null |
| 2026-03-18 | Gaussian Process Limit Reveals Structural Benefits of Graph Transformers | Nil Ayday et.al. | 2603.17569 | translate | read | null |
| 2026-03-18 | Per-Domain Generalizing Policies: On Learning Efficient and Robust Q-Value Functions (Extended Version with Technical Appendix) | Nicola J. Müller et.al. | 2603.17544 | translate | read | null |
| 2026-03-18 | A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awarenes | Xiucheng Wang et.al. | 2603.17499 | translate | read | null |
| 2026-03-16 | KGS-GCN: Enhancing Sparse Skeleton Sensing via Kinematics-Driven Gaussian Splatting and Probabilistic Topology for Action Recognition | Yuhan Chen et.al. | 2603.16943 | translate | read | null |
| 2026-03-17 | DexGrasp-Zero: A Morphology-Aligned Policy for Zero-Shot Cross-Embodiment Dexterous Grasping | Yuliang Wu et.al. | 2603.16806 | translate | read | null |
| 2026-03-17 | RaDAR: Relation-aware Diffusion-Asymmetric Graph Contrastive Learning for Recommendation | Yixuan Huang et.al. | 2603.16800 | translate | read | null |
| 2026-03-17 | Training a force field for proteins and small molecules from scratch | Alexandre Blanco-González et.al. | 2603.16770 | translate | read | null |
| 2026-03-17 | Fine-Grained Network Traffic Classification with Contextual QoS Profiling | Huiwen Zhang et.al. | 2603.16748 | translate | read | null |
| 2026-03-17 | ReFORM: Review-aggregated Profile Generation via LLM with Multi-Factor Attention for Restaurant Recommendation | Moonsoo Park et.al. | 2603.16236 | translate | read | null |
| 2026-03-17 | STARK: Spatio-Temporal Attention for Representation of Keypoints for Continuous Sign Language Recognition | Suvajit Patra et.al. | 2603.16163 | translate | read | null |
| 2026-03-17 | A Depth-Aware Comparative Study of Euclidean and Hyperbolic Graph Neural Networks on Bitcoin Transaction Systems | Ankit Ghimire et.al. | 2603.16080 | translate | read | null |
| 2026-03-17 | Implicit Neural Representation for Multiuser Continuous Aperture Array Beamforming | Shiyong Chen et.al. | 2603.16053 | translate | read | null |
| 2026-03-16 | DiFVM: A Vectorized Graph-Based Finite Volume Solver for Differentiable CFD on Unstructured Meshes | Pan Du et.al. | 2603.15920 | translate | read | null |
| 2026-03-15 | Flood Risk Follows Valleys, Not Grids: Graph Neural Networks for Flash Flood Susceptibility Mapping in Himachal Pradesh with Conformal Uncertainty Quantification | Paras Sharma et.al. | 2603.15681 | translate | read | null |
| 2026-03-16 | Low-Complexity and Consistent Graphon Estimation from Multiple Networks | Roland Boniface Sogan et.al. | 2603.15578 | translate | read | null |
| 2026-03-16 | GATE-AD: Graph Attention Network Encoding For Few-Shot Industrial Visual Anomaly Detection | Aggelos Psiris et.al. | 2603.15300 | translate | read | null |
| 2026-03-16 | CrossADR: enhancing adverse drug reactions prediction for combination pharmacotherapy with cross-layer feature integration and cross-level associative learning | Y. Cheung et.al. | 2603.15047 | translate | read | null |
| 2026-03-16 | Masked BRep Autoencoder via Hierarchical Graph Transformer | Yifei Li et.al. | 2603.14927 | translate | read | null |
| 2026-03-16 | TopoVST: Toward Topology-fidelitous Vessel Skeleton Tracking | Yaoyu Liu et.al. | 2603.14909 | translate | read | null |
| 2026-03-16 | IgPose: A Generative Data-Augmented Pipeline for Robust Immunoglobulin-Antigen Binding Prediction | Tien-Cuong Bui et.al. | 2603.14870 | translate | read | null |
| 2026-03-16 | Lost in Aggregation: On a Fundamental Expressivity Limit of Message-Passing Graph Neural Networks | Eran Rosenbluth et.al. | 2603.14846 | translate | read | null |
| 2026-03-16 | GNNVerifier: Graph-based Verifier for LLM Task Planning | Yu Hao et.al. | 2603.14730 | translate | read | null |
| 2026-03-15 | Two-Stage Heterogeneous Graph Neural Network for RIS-Aided Physical-Layer Security | Zihan Song et.al. | 2603.14655 | translate | read | null |
| 2026-03-15 | Geometric and Topological Deep Learning for Predicting Thermo-mechanical Performance in Cold Spray Deposition Process Modeling | Akshansh Mishra et.al. | 2603.14478 | translate | read | null |
| 2026-03-15 | STAG-CN: Spatio-Temporal Apiary Graph Convolutional Network for Disease Onset Prediction in Beehive Sensor Networks | Sungwoo Kang et.al. | 2603.14462 | translate | read | null |
| 2026-03-15 | Graph-Based Deep Learning for Intelligent Detection of Energy Losses, Theft, and Operational Inefficiencies in Oil & Gas Production Networks | AbdulQoyum A. Olowookere et.al. | 2603.14406 | translate | read | null |
| 2026-03-12 | AGMARL-DKS: An Adaptive Graph-Enhanced Multi-Agent Reinforcement Learning for Dynamic Kubernetes Scheduling | Hamed Hamzeh et.al. | 2603.12031 | translate | read | null |
| 2026-03-12 | Effective Resistance Rewiring: A Simple Topological Correction for Over-Squashing | Bertran Miquel-Oliver et.al. | 2603.11944 | translate | read | null |
| 2026-03-12 | RADAR: Closed-Loop Robotic Data Generation via Semantic Planning and Autonomous Causal Environment Reset | Yongzhong Wang et.al. | 2603.11811 | translate | read | null |
| 2026-03-12 | HELM: Hierarchical and Explicit Label Modeling with Graph Learning for Multi-Label Image Classification | Marjan Stoimchev et.al. | 2603.11783 | translate | read | null |
| 2026-03-12 | Deep Learning Network-Temporal Models For Traffic Prediction | Yufeng Xin et.al. | 2603.11475 | translate | read | null |
| 2026-03-11 | Graph Tokenization for Bridging Graphs and Transformers | Zeyuan Guo et.al. | 2603.11099 | translate | read | null |
| 2026-03-04 | Identifying the Group to Intervene on to Maximise Effect Under Cross-Group Interference | Xiaojing Du et.al. | 2603.11059 | translate | read | null |
| 2026-03-11 | Federated Learning-driven Beam Management in LEO 6G Non-Terrestrial Networks | Maria Lamprini Bartsioka et.al. | 2603.10983 | translate | read | null |
| 2026-03-11 | Towards Intelligent Spectrum Management: Spectrum Demand Estimation Using Graph Neural Networks | Mohamad Alkadamani et.al. | 2603.10802 | translate | read | null |
| 2026-03-11 | Spatio-Temporal Attention Graph Neural Network: Explaining Causalities With Attention | Kosti Koistinen et.al. | 2603.10676 | translate | read | null |
| 2026-03-11 | FP-Predictor - False Positive Prediction for Static Analysis Reports | Tom Ohlmer et.al. | 2603.10558 | translate | read | null |
| 2026-03-11 | SCORE: Replacing Layer Stacking with Contractive Recurrent Depth | Guillaume Godin et.al. | 2603.10544 | translate | read | null |
| 2026-03-11 | GaLoRA: Parameter-Efficient Graph-Aware LLMs for Node Classification | Mayur Choudhary et.al. | 2603.10298 | translate | read | null |
| 2026-03-10 | Estimating condition number with Graph Neural Networks | Erin Carson et.al. | 2603.10277 | translate | read | null |
| 2026-03-10 | Octopus-inspired Distributed Control for Soft Robotic Arms: A Graph Neural Network-Based Attention Policy with Environmental Interaction | Linxin Hou et.al. | 2603.10198 | translate | read | null |
| 2026-03-10 | A Graph-Based Approach to Spectrum Demand Prediction Using Hierarchical Attention Networks | Mohamad Alkadamani et.al. | 2603.09859 | translate | read | null |
| 2026-03-10 | AI-driven Inverse Design of Complex Oxide Thin Films for Semiconductor Devices | Bonwook Gu et.al. | 2603.09744 | translate | read | null |
| 2026-03-10 | GNNs for Time Series Anomaly Detection: An Open-Source Framework and a Critical Evaluation | Federico Bello et.al. | 2603.09675 | translate | read | null |
| 2026-03-10 | CIGPose: Causal Intervention Graph Neural Network for Whole-Body Pose Estimation | Bohao Li et.al. | 2603.09418 | translate | read | null |
| 2026-03-10 | Multimodal Graph Representation Learning with Dynamic Information Pathways | Xiaobin Hong et.al. | 2603.09258 | translate | read | null |
| 2026-03-10 | $P^2$ GNN: Two Prototype Sets to boost GNN Performance | Arihant Jain et.al. | 2603.09195 | translate | read | null |
| 2026-03-09 | Characterization and upgrade of a quantum graph neural network for charged particle tracking | Matteo Argenton et.al. | 2603.08667 | translate | read | null |
| 2026-03-09 | mmGAT: Pose Estimation by Graph Attention with Mutual Features from mmWave Radar Point Cloud | Abdullah Al Masud et.al. | 2603.08551 | translate | read | null |
| 2026-03-09 | PCFEx: Point Cloud Feature Extraction for Graph Neural Networks | Abdullah Al Masud et.al. | 2603.08540 | translate | read | null |
| 2026-03-09 | Decoupling Distance and Networks: Hybrid Graph Attention-Geostatistical Methods for Spatio-temporal Risk Mapping | Toba Temitope Bamidele et.al. | 2603.08393 | translate | read | null |
| 2026-03-09 | AULLM++: Structural Reasoning with Large Language Models for Micro-Expression Recognition | Zhishu Liu et.al. | 2603.08387 | translate | read | null |
| 2026-03-09 | SCL-GNN: Towards Generalizable Graph Neural Networks via Spurious Correlation Learning | Yuxiang Zhang et.al. | 2603.08270 | translate | read | null |
| 2026-03-09 | Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases | Jun Yin et.al. | 2603.07916 | translate | read | null |
| 2026-03-08 | Learning the APT Kill Chain: Temporal Reasoning over Provenance Data for Attack Stage Estimation | Trung V. Phan et.al. | 2603.07560 | translate | read | null |
| 2026-03-07 | Learning to Rank the Initial Branching Order of SAT Solvers | Arvid Eriksson et.al. | 2603.07176 | translate | read | null |
| 2026-03-07 | Not All Neighbors Matter: Understanding the Impact of Graph Sparsification on GNN Pipelines | Yuhang Song et.al. | 2603.06952 | translate | read | null |
| 2026-03-06 | Metalearning traffic assignment for network disruptions with graph convolutional neural networks | Serio Agriesti et.al. | 2603.06763 | translate | read | null |
| 2026-03-03 | GNN For Muon Particle Momentum estimation | Vishak K Bhat et.al. | 2603.06675 | translate | read | null |
| 2026-03-03 | Hybrid Orchestration of Edge AI and Microservices via Graph-based Self-Imitation Learning | Chen Yang et.al. | 2603.06669 | translate | read | null |
| 2026-03-06 | Rotation-invariant graph message passing enables acquisition protocol generalisation in learning-based brain microstructure estimation | Leevi Kerkelä et.al. | 2603.06496 | translate | read | null |
| 2026-03-06 | Polarized Direct Cross-Attention Message Passing in GNNs for Machinery Fault Diagnosis | Zongyu Shi et.al. | 2603.06303 | translate | read | null |
| 2026-03-06 | Few-Shot Neural Differentiable Simulator: Real-to-Sim Rigid-Contact Modeling | Zhenhao Huang et.al. | 2603.06218 | translate | read | null |
| 2026-03-06 | A Retrieval-Assisted Framework for Wireless Localization | Haoyu Huang et.al. | 2603.06158 | translate | read | null |
| 2026-03-06 | Ensemble Graph Neural Networks for Probabilistic Sea Surface Temperature Forecasting via Input Perturbations | Alejandro J. González-Santana et.al. | 2603.06153 | translate | read | null |
| 2026-03-06 | Stochastic Event Prediction via Temporal Motif Transitions | İbrahim Bahadır Altun et.al. | 2603.05874 | translate | read | null |
| 2026-03-05 | Latent space design of interatomic potentials | Susan R. Atlas et.al. | 2603.05655 | translate | read | null |
| 2026-03-05 | Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility | Olaf Yunus Laitinen Imanov et.al. | 2603.05581 | translate | read | null |
| 2026-03-05 | On the Necessity of Learnable Sheaf Laplacians | Ferran Hernandez Caralt et.al. | 2603.05395 | translate | read | null |
| 2026-03-05 | Preserving Continuous Symmetry in Discrete Spaces: Geometric-Aware Quantization for SO(3)-Equivariant GNNs | Haoyu Zhou et.al. | 2603.05343 | translate | read | null |
| 2026-03-05 | Machine Learning the Strong Disorder Renormalization Group Method for Disordered Quantum Spin Chains | A. Ustyuzhanin et.al. | 2603.05164 | translate | read | null |
| 2026-03-05 | Recurrent Graph Neural Networks and Arithmetic Circuits | Timon Barlag et.al. | 2603.05140 | translate | read | null |
| 2026-03-05 | Poisoning the Inner Prediction Logic of Graph Neural Networks for Clean-Label Backdoor Attacks | Yuxiang Zhang et.al. | 2603.05004 | translate | read | null |
| 2026-03-05 | LLM-Grounded Explainable AI for Supply Chain Risk Early Warning via Temporal Graph Attention Networks | Zhiming Xue et.al. | 2603.04818 | translate | read | null |
| 2026-03-04 | GIANT - Global Path Integration and Attentive Graph Networks for Multi-Agent Trajectory Planning | Jonas le Fevre Sejersen et.al. | 2603.04659 | translate | read | null |
| 2026-03-04 | SGR3 Model: Scene Graph Retrieval-Reasoning Model in 3D | Zirui Wang et.al. | 2603.04614 | translate | read | null |
| 2026-03-04 | An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs | Waleed Afandi et.al. | 2603.04545 | translate | read | null |
| 2026-03-04 | Recognition of Daily Activities through Multi-Modal Deep Learning: A Video, Pose, and Object-Aware Approach for Ambient Assisted Living | Kooshan Hashemifard et.al. | 2603.04509 | translate | read | null |
| 2026-03-04 | Beyond Edge Deletion: A Comprehensive Approach to Counterfactual Explanation in Graph Neural Networks | Matteo De Sanctis et.al. | 2603.04209 | translate | read | null |
| 2026-03-04 | Graph Negative Feedback Bias Correction Framework for Adaptive Heterophily Modeling | Jiaqi Lv et.al. | 2603.03662 | translate | read | null |
| 2026-03-03 | Towards Improved Sentence Representations using Token Graphs | Krishna Sri Ipsit Mantri et.al. | 2603.03389 | translate | read | null |
| 2026-03-03 | Multi-Scale Adaptive Neighborhood Awareness Transformer For Graph Fraud Detection | Jiaqi Lv et.al. | 2603.03106 | translate | read | null |
| 2026-03-03 | QAOA-Predictor: Forecasting Success Probabilities and Minimal Depths for Efficient Fixed-Parameter Optimization | Rodrigo Coelho et.al. | 2603.02990 | translate | read | null |
| 2026-03-03 | Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models | Fengzhi Li et.al. | 2603.02938 | translate | read | null |
| 2026-03-03 | Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling | Jiaqi Wang et.al. | 2603.02846 | translate | read | null |
| 2026-03-03 | ChemFlow:A Hierarchical Neural Network for Multiscale Representation Learning in Chemical Mixtures | Jinming Fan et.al. | 2603.02810 | translate | read | null |
| 2026-03-03 | AlphaFree: Recommendation Free from Users, IDs, and GNNs | Minseo Jeon et.al. | 2603.02653 | translate | read | null |
| 2026-03-03 | MASPOB: Bandit-Based Prompt Optimization for Multi-Agent Systems with Graph Neural Networks | Zhi Hong et.al. | 2603.02630 | translate | read | null |
| 2026-03-03 | Tensegrity Robot Endcap-Ground Contact Estimation with Symmetry-aware Heterogeneous Graph Neural Network | Wenzhe Tong et.al. | 2603.02596 | translate | read | null |
| 2026-03-03 | Beyond Anatomy: Explainable ASD Classification from rs-fMRI via Functional Parcellation and Graph Attention Networks | Syeda Hareem Madani et.al. | 2603.02518 | translate | read | null |
| 2026-03-02 | Graph neural network force fields for adiabatic dynamics of lattice Hamiltonians | Yunhao Fan et.al. | 2603.02039 | translate | read | null |
| 2026-03-02 | BAED: a New Paradigm for Few-shot Graph Learning with Explanation in the Loop | Chao Chen et.al. | 2603.01941 | translate | read | null |
| 2026-03-02 | Phishing the Phishers with SpecularNet: Hierarchical Graph Autoencoding for Reference-Free Web Phishing Detection | Tailai Song et.al. | 2603.01874 | translate | read | null |
| 2026-03-02 | FreeGNN: Continual Source-Free Graph Neural Network Adaptation for Renewable Energy Forecasting | Abderaouf Bahi et.al. | 2603.01657 | translate | read | null |
| 2026-03-02 | Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning | Xinxun Zhang et.al. | 2603.01626 | translate | read | null |
| 2026-03-02 | Pharmacology Knowledge Graphs: Do We Need Chemical Structure for Drug Repurposing? | Youssef Abo-Dahab et.al. | 2603.01537 | translate | read | null |
| 2026-03-02 | A Cascaded Graph Neural Network for Joint Root Cause Localization and Analysis in Edge Computing Environments | Duneesha Fernando et.al. | 2603.01447 | translate | read | null |
| 2026-03-02 | Invariant-Stratified Propagation for Expressive Graph Neural Networks | Asela Hevapathige et.al. | 2603.01388 | translate | read | null |
| 2026-03-02 | GNN Based Joint Beamforming Design for Extremely Large-Scale RIS Assisted Near-Field ISAC Systems | Jiahao Chen et.al. | 2603.01379 | translate | read | null |
| 2026-03-02 | SubstratumGraphEnv: Reinforcement Learning Environment (RLE) for Modeling System Attack Paths | Bahirah Adewunmi et.al. | 2603.01340 | translate | read | null |
| 2026-03-01 | Catalyst-Agent: Autonomous heterogeneous catalyst screening and optimization with an LLM Agent | Achuth Chandrasekhar et.al. | 2603.01311 | translate | read | null |
| 2026-03-01 | GlassMol: Interpretable Molecular Property Prediction with Concept Bottleneck Models | Oscar Rivera et.al. | 2603.01274 | translate | read | null |
| 2026-03-01 | Super-resolution of turbulent reacting flows on complex meshes using graph neural networks | Priyabrat Dash et.al. | 2603.01080 | translate | read | null |
| 2026-03-01 | GeMi: A Graph-based, Multimodal Recommendation System for Narrative Scroll Paintings | Haimonti Dutta et.al. | 2603.00854 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)