Graph Neural Networks - 2025-05
Graph Neural Networks - 2025-05
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-05-30 | Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs | Franziska Heeg et.al. | 2505.24438 | translate | read | null |
| 2025-05-30 | Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System | Giovanny C-Londoño et.al. | 2505.24429 | translate | read | null |
| 2025-05-30 | Heterogeneous Graph Masked Contrastive Learning for Robust Recommendation | Lei Sang et.al. | 2505.24172 | translate | read | null |
| 2025-05-30 | Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning | Ehtesamul Azim et.al. | 2505.24155 | translate | read | null |
| 2025-05-30 | Practical Bayes-Optimal Membership Inference Attacks | Marcus Lassila et.al. | 2505.24089 | translate | read | null |
| 2025-05-29 | Primal-Dual Neural Algorithmic Reasoning | Yu He et.al. | 2505.24067 | translate | read | null |
| 2025-05-29 | Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs | Yilong Wang et.al. | 2505.24055 | translate | read | null |
| 2025-05-29 | Cosmology with Topological Deep Learning | Jun-Young Lee et.al. | 2505.23904 | translate | read | null |
| 2025-05-29 | Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | Syeda Abeera Amir et.al. | 2505.23669 | translate | read | null |
| 2025-05-29 | AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction | Niklas Freymuth et.al. | 2505.23663 | translate | read | link |
| 2025-05-29 | On Transferring Transferability: Towards a Theory for Size Generalization | Eitan Levin et.al. | 2505.23599 | translate | read | link |
| 2025-05-29 | Hybrid-Graph Neural Network Method for Muon Fast Reconstruction in Neutrino Telescopes | Cen Mo et.al. | 2505.23425 | translate | read | null |
| 2025-05-29 | Graph Positional Autoencoders as Self-supervised Learners | Yang Liu et.al. | 2505.23345 | translate | read | null |
| 2025-05-29 | Equivariant Spherical Transformer for Efficient Molecular Modeling | Junyi An et.al. | 2505.23086 | translate | read | null |
| 2025-05-29 | Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction | Guangyi Liu et.al. | 2505.23034 | translate | read | null |
| 2025-05-29 | Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations | Juwei Yue et.al. | 2505.23014 | translate | read | null |
| 2025-05-28 | Hierarchical Material Recognition from Local Appearance | Matthew Beveridge et.al. | 2505.22911 | translate | read | null |
| 2025-05-29 | Pre-training for Recommendation Unlearning | Guoxuan Chen et.al. | 2505.22649 | translate | read | link |
| 2025-05-28 | Geometric GNNs for Charged Particle Tracking at GlueX | Ahmed Hossam Mohammed et.al. | 2505.22504 | translate | read | null |
| 2025-05-28 | Forecasting Multivariate Urban Data via Decomposition and Spatio-Temporal Graph Analysis | Amirhossein Sohrabbeig et.al. | 2505.22474 | translate | read | null |
| 2025-05-28 | Directed Homophily-Aware Graph Neural Network | Aihu Zhang et.al. | 2505.22362 | translate | read | null |
| 2025-05-28 | B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data | Magdalena Proszewska et.al. | 2505.22252 | translate | read | null |
| 2025-05-28 | What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning | Gangwei Jiang et.al. | 2505.22148 | translate | read | null |
| 2025-05-28 | The quest for the GRAph Level autoEncoder (GRALE) | Paul Krzakala et.al. | 2505.22109 | translate | read | null |
| 2025-05-28 | Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic Languages | Pratik Rakesh Singh et.al. | 2505.21937 | translate | read | null |
| 2025-05-28 | FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design | Asal Mehradfar et.al. | 2505.21923 | translate | read | null |
| 2025-05-27 | P-DROP: Poisson-Based Dropout for Graph Neural Networks | Hyunsik Yun et.al. | 2505.21783 | translate | read | null |
| 2025-05-27 | Learning Individual Behavior in Agent-Based Models with Graph Diffusion Networks | Francesco Cozzi et.al. | 2505.21426 | translate | read | null |
| 2025-05-27 | Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink | Xinyu Feng et.al. | 2505.21343 | translate | read | null |
| 2025-05-27 | GSAT: Graph Structure Attention Networks | Farshad Noravesh et.al. | 2505.21288 | translate | read | null |
| 2025-05-27 | Learnable Kernel Density Estimation for Graphs | Xudong Wang et.al. | 2505.21285 | translate | read | null |
| 2025-05-27 | HeteroBA: A Structure-Manipulating Backdoor Attack on Heterogeneous Graphs | Honglin Gao et.al. | 2505.21140 | translate | read | null |
| 2025-05-27 | Dynamical Data for More Efficient and Generalizable Learning: A Case Study in Disordered Elastic Networks | Salman N. Salman et.al. | 2505.21125 | translate | read | null |
| 2025-05-27 | ReassembleNet: Learnable Keypoints and Diffusion for 2D Fresco Reconstruction | Adeela Islam et.al. | 2505.21117 | translate | read | null |
| 2025-05-27 | NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation | Yuan Gao et.al. | 2505.21020 | translate | read | link |
| 2025-05-27 | Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation | Meng Qin et.al. | 2505.20992 | translate | read | null |
| 2025-05-27 | Identifying Super Spreaders in Multilayer Networks | Michał Czuba et.al. | 2505.20980 | translate | read | null |
| 2025-05-26 | An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks | Jinyan Wang et.al. | 2505.20074 | translate | read | null |
| 2025-05-26 | Graph Wave Networks | Juwei Yue et.al. | 2505.20034 | translate | read | null |
| 2025-05-26 | Light distillation for Incremental Graph Convolution Collaborative Filtering | X Fan et.al. | 2505.19810 | translate | read | null |
| 2025-05-26 | GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation | Zhiyu Wang et.al. | 2505.19802 | translate | read | null |
| 2025-05-26 | Language Model-Enhanced Message Passing for Heterophilic Graph Learning | Wenjun Wang et.al. | 2505.19762 | translate | read | null |
| 2025-05-26 | STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization | Haoyu Zhang et.al. | 2505.19547 | translate | read | null |
| 2025-05-26 | MetaGMT: Improving Actionable Interpretability of Graph Multilinear Networks via Meta-Learning Filtration | Rishabh Bhattacharya et.al. | 2505.19445 | translate | read | null |
| 2025-05-25 | Chordless Structure: A Pathway to Simple and Expressive GNNs | Hongxu Pan et.al. | 2505.19188 | translate | read | null |
| 2025-05-25 | HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation | Jiawei Xue et.al. | 2505.19020 | translate | read | null |
| 2025-05-25 | CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language | Md. Mithun Hossain et.al. | 2505.19018 | translate | read | null |
| 2025-05-23 | Early-Exit Graph Neural Networks | Andrea Giuseppe Di Francesco et.al. | 2505.18088 | translate | read | null |
| 2025-05-23 | ExoGait-MS: Learning Periodic Dynamics with Multi-Scale Graph Network for Exoskeleton Gait Recognition | Lijiang Liu et.al. | 2505.18018 | translate | read | null |
| 2025-05-23 | Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding | Manuel Lecha et.al. | 2505.17939 | translate | read | null |
| 2025-05-23 | TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving | Yanping Fu et.al. | 2505.17771 | translate | read | null |
| 2025-05-23 | A Network Science Approach to Granular Time Series Segmentation | Ivana Kesić et.al. | 2505.17640 | translate | read | null |
| 2025-05-23 | Dynamic Text Bundling Supervision for Zero-Shot Inference on Text-Attributed Graphs | Yusheng Zhao et.al. | 2505.17599 | translate | read | null |
| 2025-05-23 | Graph Mamba for Efficient Whole Slide Image Understanding | Jiaxuan Lu et.al. | 2505.17457 | translate | read | null |
| 2025-05-23 | Are GNNs Worth the Effort for IoT Botnet Detection? A Comparative Study of VAE-GNN vs. ViT-MLP and VAE-MLP Approaches | Hassan Wasswa et.al. | 2505.17363 | translate | read | null |
| 2025-05-23 | Graph Attention Neural Network for Botnet Detection: Evaluating Autoencoder, VAE and PCA-Based Dimension Reduction | Hassan Wasswa et.al. | 2505.17357 | translate | read | null |
| 2025-05-22 | Model-Free Graph Data Selection under Distribution Shift | Ting-Wei Li et.al. | 2505.17293 | translate | read | null |
| 2025-05-22 | A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization | Shengyu Feng et.al. | 2505.16952 | translate | read | null |
| 2025-05-22 | Unsupervised Prompting for Graph Neural Networks | Peyman Baghershahi et.al. | 2505.16903 | translate | read | null |
| 2025-05-22 | Structure-Aligned Protein Language Model | Can Chen et.al. | 2505.16896 | translate | read | null |
| 2025-05-22 | Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference | Shuichi Nishino et.al. | 2505.16893 | translate | read | null |
| 2025-05-22 | Backward Oversmoothing: why is it hard to train deep Graph Neural Networks? | Nicolas Keriven et.al. | 2505.16736 | translate | read | null |
| 2025-05-22 | Joint Relational Database Generation via Graph-Conditional Diffusion Models | Mohamed Amine Ketata et.al. | 2505.16527 | translate | read | null |
| 2025-05-22 | Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | Robbert Reijnen et.al. | 2505.16471 | translate | read | link |
| 2025-05-22 | Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods | Meng Yan et.al. | 2505.16466 | translate | read | null |
| 2025-05-22 | Privacy-Aware Cyberterrorism Network Analysis using Graph Neural Networks and Federated Learning | Anas Ali et.al. | 2505.16371 | translate | read | null |
| 2025-05-22 | Graph Attention Network for Optimal User Association in Wireless Networks | Javad Mirzaei et.al. | 2505.16347 | translate | read | null |
| 2025-05-21 | Higher-order Structure Boosts Link Prediction on Temporal Graphs | Jingzhe Liu et.al. | 2505.15746 | translate | read | null |
| 2025-05-21 | Graph Conditional Flow Matching for Relational Data Generation | Davide Scassola et.al. | 2505.15668 | translate | read | null |
| 2025-05-21 | Relationship Analysis of Image-Text Pair in SNS Posts | Takuto Nabeoka et.al. | 2505.15629 | translate | read | null |
| 2025-05-21 | HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations | Martin Carrasco et.al. | 2505.15405 | translate | read | null |
| 2025-05-21 | Piecewise-linear Ricci curvature flows on weighted graphs | Jicheng Ma et.al. | 2505.15395 | translate | read | null |
| 2025-05-21 | GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning | Yingbo Luo et.al. | 2505.15211 | translate | read | null |
| 2025-05-21 | Leveraging Foundation Models for Multimodal Graph-Based Action Recognition | Fatemeh Ziaeetabar et.al. | 2505.15192 | translate | read | null |
| 2025-05-21 | NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration | Jiawei Gu et.al. | 2505.15180 | translate | read | null |
| 2025-05-21 | SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps | Jiawei Gu et.al. | 2505.15177 | translate | read | null |
| 2025-05-21 | EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression | Tong Cheng et.al. | 2505.15140 | translate | read | null |
| 2025-05-20 | Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium | Xinxin Fan et.al. | 2505.14463 | translate | read | null |
| 2025-05-20 | Robustness Evaluation of Graph-based News Detection Using Network Structural Information | Xianghua Zeng et.al. | 2505.14453 | translate | read | null |
| 2025-05-20 | Solving Unit Commitment Problems with Graph Neural Network based Initial Commitment Prediction and Large Neighborhood Search | Linfeng Yang et.al. | 2505.14408 | translate | read | null |
| 2025-05-20 | Nonparametric Teaching for Graph Property Learners | Chen Zhang et.al. | 2505.14170 | translate | read | link |
| 2025-05-20 | Unsupervised Graph Clustering with Deep Structural Entropy | Jingyun Zhang et.al. | 2505.14040 | translate | read | null |
| 2025-05-20 | Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening | Guoming Li et.al. | 2505.14033 | translate | read | null |
| 2025-05-20 | Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks | Han Zhang et.al. | 2505.14005 | translate | read | null |
| 2025-05-19 | Finding Maximum Independent Sets in Dynamic Graphs using Unsupervised Learning | Devendra Parkar et.al. | 2505.13754 | translate | read | null |
| 2025-05-19 | Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings | Adrien Lagesse et.al. | 2505.13087 | translate | read | null |
| 2025-05-19 | Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach | Hao Fang et.al. | 2505.12902 | translate | read | null |
| 2025-05-19 | AdS-GNN – a Conformally Equivariant Graph Neural Network | Maksim Zhdanov et.al. | 2505.12880 | translate | read | null |
| 2025-05-19 | Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics | Zhichen Zeng et.al. | 2505.12709 | translate | read | null |
| 2025-05-19 | scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data | Ping Xu et.al. | 2505.12626 | translate | read | null |
| 2025-05-19 | Adaptive Graph Unlearning | Pengfei Ding et.al. | 2505.12614 | translate | read | null |
| 2025-05-18 | LM $^2$ otifs : An Explainable Framework for Machine-Generated Texts Detection | Xu Zheng et.al. | 2505.12507 | translate | read | null |
| 2025-05-18 | Addressing the Scarcity of Benchmarks for Graph XAI | Michele Fontanesi et.al. | 2505.12437 | translate | read | null |
| 2025-05-18 | It Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph | Harel Mendelman et.al. | 2505.12411 | translate | read | null |
| 2025-05-18 | LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization | Hailong Luo et.al. | 2505.12396 | translate | read | null |
| 2025-05-16 | Finding Counterfactual Evidences for Node Classification | Dazhuo Qiu et.al. | 2505.11396 | translate | read | null |
| 2025-05-16 | What Can We Learn From MIMO Graph Convolutions? | Andreas Roth et.al. | 2505.11346 | translate | read | null |
| 2025-05-16 | The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework | Jincheng Huang et.al. | 2505.11335 | translate | read | null |
| 2025-05-16 | Graph Representational Learning: When Does More Expressivity Hurt Generalization? | Sohir Maskey et.al. | 2505.11298 | translate | read | null |
| 2025-05-16 | Unfolded Deep Graph Learning for Networked Over-the-Air Computation | Xiao Tang et.al. | 2505.11248 | translate | read | null |
| 2025-05-16 | Learning traffic flows: Graph Neural Networks for Metamodelling Traffic Assignment | Oskar Bohn Lassen et.al. | 2505.11230 | translate | read | null |
| 2025-05-16 | IssueCourier: Multi-Relational Heterogeneous Temporal Graph Neural Network for Open-Source Issue Assignment | Chunying Zhou et.al. | 2505.11205 | translate | read | null |
| 2025-05-16 | Covariance Density Neural Networks | Om Roy et.al. | 2505.11139 | translate | read | null |
| 2025-05-16 | Halting Recurrent GNNs and the Graded $μ$ -Calculus | Jeroen Bollen et.al. | 2505.11050 | translate | read | null |
| 2025-05-16 | Relational Graph Transformer | Vijay Prakash Dwivedi et.al. | 2505.10960 | translate | read | null |
| 2025-05-15 | Schreier-Coset Graph Propagation | Aryan Mishra et.al. | 2505.10392 | translate | read | null |
| 2025-05-15 | Context-aware collaborative pushing of heavy objects using skeleton-based intention prediction | Gokhan Solak et.al. | 2505.10239 | translate | read | null |
| 2025-05-15 | Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion | Anjali de Silva et.al. | 2505.10197 | translate | read | link |
| 2025-05-15 | Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning | Lei Song et.al. | 2505.10040 | translate | read | null |
| 2025-05-14 | Distance-aware Self-adaptive Graph Convolution for Fine-grained Hierarchical Recommendation | Tao Huang et.al. | 2505.09590 | translate | read | link |
| 2025-05-14 | Rhomboid Tiling for Geometric Graph Deep Learning | Yipeng Zhang et.al. | 2505.09586 | translate | read | null |
| 2025-05-14 | Efficient Mixed Precision Quantization in Graph Neural Networks | Samir Moustafa et.al. | 2505.09361 | translate | read | link |
| 2025-05-14 | MUST: Multi-Scale Structural-Temporal Link Prediction Model for UAV Ad Hoc Networks | Cunlai Pu et.al. | 2505.09331 | translate | read | link |
| 2025-05-14 | Quotient Complex Transformer (QCformer) for Perovskite Data Analysis | Xinyu You et.al. | 2505.09174 | translate | read | null |
| 2025-05-14 | WSCIF: A Weakly-Supervised Color Intelligence Framework for Tactical Anomaly Detection in Surveillance Keyframes | Wei Meng et.al. | 2505.09129 | translate | read | null |
| 2025-05-13 | DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update | Bizhan Alipour Pijan et.al. | 2505.09017 | translate | read | null |
| 2025-05-13 | GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI | Tianzheng Miao et.al. | 2505.08788 | translate | read | null |
| 2025-05-14 | WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks | Ziyuan He et.al. | 2505.08614 | translate | read | link |
| 2025-05-13 | SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm | Xuying Xiong et.al. | 2505.08547 | translate | read | null |
| 2025-05-13 | SpecSphere: Dual-Pass Spectral-Spatial Graph Neural Networks with Certified Robustness | Yoonhyuk Choi et.al. | 2505.08320 | translate | read | null |
| 2025-05-13 | Open the Eyes of MPNN: Vision Enhances MPNN in Link Prediction | Yanbin Wei et.al. | 2505.08266 | translate | read | null |
| 2025-05-13 | LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification | Hang Gao et.al. | 2505.08265 | translate | read | null |
| 2025-05-13 | $\mathcal{H}$ -HIGNN: A Scalable Graph Neural Network Framework with Hierarchical Matrix Acceleration for Simulation of Large-Scale Particulate Suspensions | Zhan Ma et.al. | 2505.08174 | translate | read | null |
| 2025-05-13 | Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation | Shengyin Sun et.al. | 2505.08157 | translate | read | null |
| 2025-05-12 | Equivariant graph neural network surrogates for predicting the properties of relaxed atomic configurations | Jamie Holber et.al. | 2505.08121 | translate | read | null |
| 2025-05-12 | The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic | Bernardo Cuenca Grau et.al. | 2505.08021 | translate | read | null |
| 2025-05-12 | A class of distributed automata that contains the modal mu-fragment | Veeti Ahvonen et.al. | 2505.07816 | translate | read | null |
| 2025-05-12 | Synthesizing Diverse Network Flow Datasets with Scalable Dynamic Multigraph Generation | Arya Grayeli et.al. | 2505.07777 | translate | read | null |
| 2025-05-12 | Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network | Jai Bardhan et.al. | 2505.07769 | translate | read | null |
| 2025-05-12 | Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation | Nan Jiang et.al. | 2505.07674 | translate | read | null |
| 2025-05-12 | Generating Skyline Explanations for Graph Neural Networks | Dazhuo Qiu et.al. | 2505.07635 | translate | read | null |
| 2025-05-12 | Wireless Link Scheduling with State-Augmented Graph Neural Networks | Romina Garcia Camargo et.al. | 2505.07598 | translate | read | null |
| 2025-05-12 | EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection | Jing Ren et.al. | 2505.07508 | translate | read | null |
| 2025-05-12 | Integrating Machine Learning with Triboelectric Nanogenerators: Optimizing Electrode Materials and Doping Strategies for Intelligent Energy Harves | Guanping Xu et.al. | 2505.07414 | translate | read | null |
| 2025-05-12 | HAMLET: Healthcare-focused Adaptive Multilingual Learning Embedding-based Topic Modeling | Hajar Sakai et.al. | 2505.07157 | translate | read | null |
| 2025-05-13 | COMRECGC: Global Graph Counterfactual Explainer through Common Recourse | Gregoire Fournier et.al. | 2505.07081 | translate | read | null |
| 2025-05-09 | A Noise-Resilient Semi-Supervised Graph Autoencoder for Overlapping Semantic Community Detection | Abdelfateh Bekkair et.al. | 2505.05965 | translate | read | null |
| 2025-05-09 | Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective | Henan Sun et.al. | 2505.05785 | translate | read | null |
| 2025-05-08 | Fast and Fourier Features for Transfer Learning of Interatomic Potentials | Pietro Novelli et.al. | 2505.05652 | translate | read | null |
| 2025-05-08 | Recent results of (semi)leptonic decays of charm hadrons at BESIII | Xiang Pan et.al. | 2505.05123 | translate | read | null |
| 2025-05-08 | Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks | Zhifeng Hu et.al. | 2505.04981 | translate | read | null |
| 2025-05-08 | Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction | Jiaqi Zheng et.al. | 2505.04918 | translate | read | link |
| 2025-05-08 | GCN-Based Throughput-Oriented Handover Management in Dense 5G Vehicular Networks | Nazanin Mehregan et.al. | 2505.04894 | translate | read | null |
| 2025-05-08 | Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis | Rebecca Aben-Athar et.al. | 2505.04879 | translate | read | null |
| 2025-05-08 | Accurate Prediction of Sequential Tensor Properties Using Equivariant Graph Neural Network | Ting-Wei Hsu et.al. | 2505.04862 | translate | read | null |
| 2025-05-07 | Piecewise Constant Spectral Graph Neural Network | Vahan Martirosyan et.al. | 2505.04808 | translate | read | null |
| 2025-05-07 | Multi-Granular Attention based Heterogeneous Hypergraph Neural Network | Hong Jin et.al. | 2505.04340 | translate | read | null |
| 2025-05-07 | HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation | Yajie Fu et.al. | 2505.04276 | translate | read | link |
| 2025-05-07 | STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting | Yulong Wang et.al. | 2505.04167 | translate | read | null |
| 2025-05-07 | Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training | Aditya K. Ranjan et.al. | 2505.04083 | translate | read | null |
| 2025-05-06 | Modal Decomposition and Identification for a Population of Structures Using Physics-Informed Graph Neural Networks and Transformers | Xudong Jian et.al. | 2505.04018 | translate | read | null |
| 2025-05-06 | Decentralized Distributed Proximal Policy Optimization (DD-PPO) for High Performance Computing Scheduling on Multi-User Systems | Matthew Sgambati et.al. | 2505.03946 | translate | read | null |
| 2025-05-06 | GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype | Changxi Chi et.al. | 2505.03853 | translate | read | null |
| 2025-05-06 | Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems | Zhenan Feng et.al. | 2505.03559 | translate | read | null |
| 2025-05-06 | Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense | Kirill Lukyanov et.al. | 2505.03424 | translate | read | link |
| 2025-05-06 | GNN-enabled Precoding for Massive MIMO LEO Satellite Communications | Huibin Zhou et.al. | 2505.03311 | translate | read | null |
| 2025-05-06 | HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems | Ibne Farabi Shihab et.al. | 2505.03140 | translate | read | null |
| 2025-05-06 | HCOA: Hierarchical Class-ordered A for Navigation in Semantic Environments | Evangelos Psomiadis et.al. | 2505.03128 | translate | read | null |
| 2025-05-06 | STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | Yiran Zhu et.al. | 2505.03123 | translate | read | null |
| 2025-05-05 | Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework | Andrzej Mizera et.al. | 2505.02712 | translate | read | link |
| 2025-05-05 | Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter | Ali Rashidi Moghadam et.al. | 2505.02664 | translate | read | null |
| 2025-05-05 | Rethinking Federated Graph Learning: A Data Condensation Perspective | Hao Zhang et.al. | 2505.02573 | translate | read | null |
| 2025-05-05 | Robustness questions the interpretability of graph neural networks: what to do? | Kirill Lukyanov et.al. | 2505.02566 | translate | read | null |
| 2025-05-05 | Machine-learning interatomic potentials from a users perspective: A comparison of accuracy, speed and data efficiency | Niklas Leimeroth et.al. | 2505.02503 | translate | read | null |
| 2025-05-05 | Estimating Commonsense Scene Composition on Belief Scene Graphs | Mario A. V. Saucedo et.al. | 2505.02405 | translate | read | null |
| 2025-05-04 | RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation | Jingxiang Qu et.al. | 2505.02247 | translate | read | null |
| 2025-05-04 | Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data | Zhong Guan et.al. | 2505.02130 | translate | read | link |
| 2025-05-04 | TeMTG: Text-Enhanced Multi-Hop Temporal Graph Modeling for Audio-Visual Video Parsing | Yaru Chen et.al. | 2505.02096 | translate | read | null |
| 2025-05-04 | Wide & Deep Learning for Node Classification | Yancheng Chen et.al. | 2505.02020 | translate | read | null |
| 2025-05-02 | MultiGran-STGCNFog: Towards Accurate and High-Throughput Inference for Multi-Granular Spatiotemporal Traffic Forecasting | Zhaoyan Wang et.al. | 2505.01279 | translate | read | null |
| 2025-05-02 | Qracle: A Graph-Neural-Network-based Parameter Initializer for Variational Quantum Eigensolvers | Chi Zhang et.al. | 2505.01236 | translate | read | null |
| 2025-05-02 | 3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer | Kamel Aouaidjia et.al. | 2505.01003 | translate | read | null |
| 2025-05-02 | Graph Neural Network-based structural classification of glass-forming liquids and its interpretation via Self-Attention mechanism | Kohei Yoshikawa et.al. | 2505.00993 | translate | read | null |
| 2025-05-02 | Identifying Root Cause of bugs by Capturing Changed Code Lines with Relational Graph Neural Networks | Jiaqi Zhang et.al. | 2505.00990 | translate | read | null |
| 2025-05-02 | SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property prediction | Liu Junchi et.al. | 2505.00625 | translate | read | link |
| 2025-05-01 | TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching | Yue Meng et.al. | 2505.00562 | translate | read | link |
| 2025-05-01 | Graph Spectral Filtering with Chebyshev Interpolation for Recommendation | Chanwoo Kim et.al. | 2505.00552 | translate | read | null |
| 2025-05-01 | DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions | Jinhui Yi et.al. | 2505.00402 | translate | read | null |
| 2025-05-01 | From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks | Jie Yang et.al. | 2505.00364 | translate | read | null |
| 2025-05-01 | Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting | Xinlong Zhao et.al. | 2505.00302 | translate | read | null |
| 2025-05-01 | Repetition Makes Perfect: Recurrent Sum-GNNs Match Message Passing Limit | Eran Rosenbluth et.al. | 2505.00291 | translate | read | null |
| 2025-05-01 | Graph Privacy: A Heterogeneous Federated GNN for Trans-Border Financial Data Circulation | Zhizhong Tan et.al. | 2505.00257 | translate | read | null |
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