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Graph Neural Network

Papers

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Showing 1751–1800 of 3598 papers

TitleStatusHype
Hybrid-Task Meta-Learning: A Graph Neural Network Approach for Scalable and Transferable Bandwidth Allocation—0
Towards Fine-Grained Explainability for Heterogeneous Graph Neural NetworkCode0
Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron ClassificationCode0
Object Attribute Matters in Visual Question AnsweringCode0
Fast Cell Library Characterization for Design Technology Co-Optimization Based on Graph Neural Networks—0
SimCalib: Graph Neural Network Calibration based on Similarity between Nodes—0
Professional Network Matters: Connections Empower Person-Job Fit—0
Learning to Reweight for Graph Neural Network—0
Non-Euclidean Spatial Graph Neural NetworkCode0
Degree-based stratification of nodes in Graph Neural Networks—0
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy—0
Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction—0
Hierarchical Graph Pattern Understanding for Zero-Shot VOSCode0
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks—0
COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial ProblemsCode0
Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications—0
SAM-guided Graph Cut for 3D Instance Segmentation—0
Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications—0
Neural Reasoning About Agents' Goals, Preferences, and Actions—0
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets InitiativesCode0
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition—0
A Novel Differentiable Loss Function for Unsupervised Graph Neural Networks in Graph Partitioning—0
A GAN Approach for Node Embedding in Heterogeneous Graphs Using Subgraph Sampling—0
Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations—0
IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSI—0
Robust Graph Neural Network based on Graph DenoisingCode0
Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets—0
Spatiotemporal Event Graphs for Dynamic Scene Understanding—0
ASWT-SGNN: Adaptive Spectral Wavelet Transform-based Self-Supervised Graph Neural Network—0
No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation—0
Deep Learning for Joint Design of Pilot, Channel Feedback, and Hybrid Beamforming in FDD Massive MIMO-OFDM Systems—0
Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning—0
Triplet Edge Attention for Algorithmic Reasoning—0
Synthesizing Traffic Datasets using Graph Neural NetworksCode0
Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks—0
Simulating the Air Quality Impact of Prescribed Fires Using Graph Neural Network-Based PM_2.5 ForecastsCode0
GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian Trajectory Prediction—0
Toward Energy-Efficient Massive MIMO: Graph Neural Network Precoding for Mitigating Non-Linear PA Distortion—0
Neural Sign Actors: A diffusion model for 3D sign language production from text—0
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams—0
Protein Language Model-Powered 3D Ligand Binding Site Prediction from Protein Sequence—0
Dissecting Medical Referral Mechanisms in Health Services: Role of Physician Professional Networks—0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks—0
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data—0
Knowledge Graph Driven Recommendation System Algorithm—0
Semantic Parsing for Question Answering over Knowledge Graphs—0
Preference and Concurrence Aware Bayesian Graph Neural Networks for Recommender Systems—0
Propagate & Distill: Towards Effective Graph Learners Using Propagation-Embracing MLPs—0
Dynamic Fault Characteristics Evaluation in Power Grid—0
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