🕸️ Knowledge Graphs - saeedesmaili · Scour

The Confidence Trap: Calibration Attacks for Graph Neural Networks

🤖Data science Academic

A Topological Characterization of Graph Neural Networks via Stochastic Block Model Embeddings on the n-Sphere

🔢Embeddings Academic

Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks

🎮Reinforcement Learning Academic

Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors

🎮Reinforcement Learning Academic

VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science

🪟Context Windows Academic

MetaConfigurator: AI-Assisted RDF Authoring from JSON Data

🧠LLM Inference Academic

When Design Rules Break: Benchmark Composition Determines Whether Label Informativeness Predicts GNN Aggregator Choice

🔢Embeddings Academic

Vessel Traffic Flow Prediction on Sparse Data via Spatio-Temporal Graph Neural Networks with a Learnable Tweedie Head

🔬Deep Learning Academic

Human-Centered AI for Safe Shuttle Car Routing in Underground Room-and-Pillar Coal Mines Using Graph Neural Networks

🔥PyTorch Academic

Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses

🪟Context Windows Academic

Q-GNN: Query-Conditioned Graph Neural Networks with Type Awareness for Knowledge Graph Completion

🤖LLM Academic

Non-linear mechanical field reconstruction coupling recurrent neural networks with physics-informed graph neural networks

🔢Embeddings Academic

Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs

🔢Embeddings Academic

What Makes a Desired Graph for Relational Deep Learning?

🤖Machine Learning Academic

Graph Mamba Operator: A Latent Simulator for Interacting Particle Systems

🧠LLMs Academic

HDST-GNN: Heterogeneous Dynamic Spatiotemporal Graph Neural Networks for Multi-Object Tracking in UAV Aerial Imagery

🧠Neural Networks Academic

Analog Quantum Asynchronous Event-Based Graph Neural Network

🌱Digital Gardens Academic

PROBE-Web: An Interactive System for Probing Evaluation Landscapes of Knowledge Graph Completion Models

🧠LLM Inference Academic

Beyond Soft Masks: Hard-Perturbation Mixup Explainer for Robust GNN Explainability

🧠Transformers Academic

PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis

🔥PyTorch Academic

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