Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 2
Graph Neural Network
Papers archive 2025-07-28
archive papers tagged: 2,694 · with a code link: 1,137 · where Syntology ran a sample: 271 (235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (271 of 2,694 tagged: 235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument)
Page 2 of 27: papers 101 to 200 of 2,694, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Deep Learning on Graphs for Mobile Network Topology Generation 18 Apr 2025 · 0 repositories · arXiv:2504.13991
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Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems 18 Apr 2025 · 0 repositories · arXiv:2504.13768
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ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation 18 Apr 2025 · 0 repositories · arXiv:2504.13599
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Clustering and analysis of user behaviour in blockchain: A case study of Planet IX 16 Apr 2025 · 0 repositories · arXiv:2504.11702
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Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach 14 Apr 2025 · 0 repositories · arXiv:2504.10060
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Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling 13 Apr 2025 · 0 repositories · arXiv:2504.09416
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CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing 11 Apr 2025 · 1 repository
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Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention 11 Apr 2025 · 0 repositories · arXiv:2504.08183
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Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application 11 Apr 2025 · 0 repositories · arXiv:2504.08401
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Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks 10 Apr 2025 · 0 repositories · arXiv:2504.07645
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Trading Graph Neural Network 10 Apr 2025 · 0 repositories · arXiv:2504.07923
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A Novel Approach to Linking Histology Images with DNA Methylation 7 Apr 2025 · 0 repositories · arXiv:2504.05403
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AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification 7 Apr 2025 · 1 repository · arXiv:2504.05030
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Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints 7 Apr 2025 · 0 repositories · arXiv:2504.04829
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GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction 7 Apr 2025 · 0 repositories · arXiv:2504.05454
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Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting 7 Apr 2025 · 0 repositories · arXiv:2504.05140
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LLM-Augmented Graph Neural Recommenders: Integrating User Reviews 3 Apr 2025 · 0 repositories · arXiv:2504.02195
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Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications 2 Apr 2025 · 0 repositories · arXiv:2504.01446
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Geometric Reasoning in the Embedding Space 2 Apr 2025 · 0 repositories · arXiv:2504.02018
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Neural Approaches to SAT Solving: Design Choices and Interpretability 1 Apr 2025 · 0 repositories · arXiv:2504.01173
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Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review 31 Mar 2025 · 1 repository · arXiv:2503.24259
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Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing 31 Mar 2025 · 0 repositories · arXiv:2503.24130
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LGIN: Defining an Approximately Powerful Hyperbolic GNN 31 Mar 2025 · 1 repository · arXiv:2504.00142
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Prediction of 30-day hospital readmission with clinical notes and EHR information 29 Mar 2025 · 0 repositories · arXiv:2503.23050
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SuperEIO: Self-Supervised Event Feature Learning for Event Inertial Odometry 29 Mar 2025 · 1 repository · arXiv:2503.22963
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Few-Shot Graph Out-of-Distribution Detection with LLMs 28 Mar 2025 · 0 repositories · arXiv:2503.22097
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BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology 26 Mar 2025 · 1 repository · arXiv:2503.20880
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Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs 26 Mar 2025 · 1 repository · arXiv:2503.20400
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PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids 26 Mar 2025 · 0 repositories · arXiv:2503.22721
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Symmetry-Informed Graph Neural Networks for Carbon Dioxide Isotherm and Adsorption Prediction in Aluminum-Substituted Zeolites 26 Mar 2025 · 0 repositories · arXiv:2503.22737
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MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering 24 Mar 2025 · 0 repositories · arXiv:2503.18491
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SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment 24 Mar 2025 · 0 repositories · arXiv:2503.20801
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Normalized Matching Transformer 22 Mar 2025 · 1 repository · arXiv:2503.17715
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Enhancing Steering Estimation with Semantic-Aware GNNs 21 Mar 2025 · 0 repositories · arXiv:2503.17153
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Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability 21 Mar 2025 · 0 repositories · arXiv:2503.17173
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Ordered Topological Deep Learning: a Network Modeling Case Study 20 Mar 2025 · 0 repositories · arXiv:2503.16746
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Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes 19 Mar 2025 · 0 repositories · arXiv:2503.14912
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Efficient Data Selection for Training Genomic Perturbation Models 18 Mar 2025 · 0 repositories · arXiv:2503.14571
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MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network 17 Mar 2025 · 0 repositories · arXiv:2503.13123
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GCBLANE: A graph-enhanced convolutional BiLSTM attention network for improved transcription factor binding site prediction 16 Mar 2025 · 1 repository · arXiv:2503.12377
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Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning 15 Mar 2025 · 1 repository · arXiv:2503.12037
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Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis 12 Mar 2025 · 0 repositories · arXiv:2503.09808
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Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment 10 Mar 2025 · 0 repositories · arXiv:2503.06943
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Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction 9 Mar 2025 · 0 repositories · arXiv:2503.06370
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Leap: Inductive Link Prediction via Learnable TopologyAugmentation 5 Mar 2025 · 1 repository · arXiv:2503.03331
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PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning 5 Mar 2025 · 0 repositories · arXiv:2503.03747
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GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks 4 Mar 2025 · 0 repositories · arXiv:2503.05817
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Node-level Contrastive Unlearning on Graph Neural Networks 4 Mar 2025 · 0 repositories · arXiv:2503.02959
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Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders 4 Mar 2025 · 0 repositories · arXiv:2503.02954
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Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects 3 Mar 2025 · 0 repositories · arXiv:2503.01722
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GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models 3 Mar 2025 · 0 repositories · arXiv:2503.01682
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InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization 3 Mar 2025 · 1 repository · arXiv:2503.01488Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Particle-based plasma simulation using a graph neural network 1 Mar 2025 · 0 repositories · arXiv:2503.00274
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Periodic Materials Generation using Text-Guided Joint Diffusion Model 1 Mar 2025 · 1 repository · arXiv:2503.00522Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving 28 Feb 2025 · 0 repositories · arXiv:2502.21134
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A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization 27 Feb 2025 · 1 repository · arXiv:2502.20036
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Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction 27 Feb 2025 · 0 repositories · arXiv:2502.19971
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SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein Degradation 26 Feb 2025 · 1 repository · arXiv:2502.18875
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GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes 25 Feb 2025 · 0 repositories · arXiv:2502.17999
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Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks 24 Feb 2025 · 0 repositories · arXiv:2502.17612
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Network Tomography with Path-Centric Graph Neural Network 23 Feb 2025 · 0 repositories · arXiv:2502.16430
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Subsampling Graphs with GNN Performance Guarantees 23 Feb 2025 · 0 repositories · arXiv:2502.16703
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Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media 22 Feb 2025 · 0 repositories · arXiv:2502.16157
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HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks 22 Feb 2025 · 0 repositories · arXiv:2502.16288
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MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification 22 Feb 2025 · 1 repository · arXiv:2502.16289
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GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer 21 Feb 2025 · 0 repositories · arXiv:2502.15202
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Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients 21 Feb 2025 · 0 repositories · arXiv:2502.15198
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Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment 20 Feb 2025 · 0 repositories · arXiv:2502.15012
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Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck 20 Feb 2025 · 1 repository
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Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting 20 Feb 2025 · 0 repositories · arXiv:2502.14525
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Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective 19 Feb 2025 · 0 repositories · arXiv:2502.13732
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NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches 18 Feb 2025 · 0 repositories · arXiv:2502.12834
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Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin 17 Feb 2025 · 0 repositories · arXiv:2502.11505
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Structure based SAT dataset for analysing GNN generalisation 17 Feb 2025 · 0 repositories · arXiv:2502.11410
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Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities 15 Feb 2025 · 0 repositories · arXiv:2502.10750
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On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning 15 Feb 2025 · 0 repositories · arXiv:2502.10818
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To Bin or not to Bin: Alternative Representations of Mass Spectra 15 Feb 2025 · 0 repositories · arXiv:2502.10851
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DICE: Device-level Integrated Circuits Encoder with Graph Contrastive Pretraining 13 Feb 2025 · 1 repository · arXiv:2502.08949
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Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation 12 Feb 2025 · 0 repositories · arXiv:2502.08505
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Data Pricing for Graph Neural Networks without Pre-purchased Inspection 12 Feb 2025 · 0 repositories · arXiv:2502.08284
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Self-Evaluation for Job-Shop Scheduling 12 Feb 2025 · 0 repositories · arXiv:2502.08684
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Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations 12 Feb 2025 · 0 repositories · arXiv:2503.18001
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Fast and Accurate Antibody Sequence Design via Structure Retrieval 11 Feb 2025 · 0 repositories · arXiv:2502.19395
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Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems 11 Feb 2025 · 1 repository · arXiv:2502.12164
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Prompt-Driven Continual Graph Learning 10 Feb 2025 · 1 repository · arXiv:2502.06327
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Graph Neural Network Enabled Pinching Antennas 8 Feb 2025 · 0 repositories · arXiv:2502.05447
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NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA 8 Feb 2025 · 0 repositories · arXiv:2502.05592
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Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate 7 Feb 2025 · 0 repositories · arXiv:2502.05345
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Graph Contrastive Learning for Connectome Classification 7 Feb 2025 · 1 repository · arXiv:2502.05109
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Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation 7 Feb 2025 · 0 repositories · arXiv:2502.06848
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Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data 6 Feb 2025 · 0 repositories · arXiv:2502.03803
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Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach 6 Feb 2025 · 0 repositories · arXiv:2502.03922
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ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels 6 Feb 2025 · 0 repositories · arXiv:2502.03936
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Learning Semantics-aware Search Operators for Genetic Programming 6 Feb 2025 · 0 repositories · arXiv:2502.04568
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SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning 6 Feb 2025 · 0 repositories · arXiv:2502.03928
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Contrastive Token-level Explanations for Graph-based Rumour Detection 5 Feb 2025 · 0 repositories · arXiv:2502.04366
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Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators 5 Feb 2025 · 0 repositories · arXiv:2502.03424
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Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies 5 Feb 2025 · 0 repositories · arXiv:2502.06826
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Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data 4 Feb 2025 · 1 repository · arXiv:2502.02629
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scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis 4 Feb 2025 · 1 repository · arXiv:2502.02630