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Tag: Graph Neural Networks

  • Framework Achieves Multimodal Prompt Injection Attack Prevention in Agentic AI Systems
    Space

    Acdzero Achieves Sample-Efficient Cyber Defense with Graph-Embedding Tree Search

    by Rohail T.January 9, 2026
  • Heartbench Enables 60% More Nuanced LLM Responses to Complex Social Scenarios
    Machine Learning

    Frequency-guided Structure Learning Advances Graph Neural Networks for Heterophilic Data Challenges

    by Rohail T.January 6, 2026
  • Diffeomorph Achieves 3D Shape Morphing Via Differentiable Agent-Based Simulations
    Technology

    Diffeomorph Achieves 3D Shape Morphing Via Differentiable Agent-Based Simulations

    by Rohail T.December 30, 2025
  • Hwl-hin Advances Hypergraph Learning, Matching Theoretical Limits with Application to Robustness
    Machine Learning

    Hwl-hin Advances Hypergraph Learning, Matching Theoretical Limits with Application to Robustness

    by Rohail T.December 29, 2025
  • Surrogate Model Achieves Sub-Angstrom Accuracy in Molecular Dynamics Simulations
    Machine Learning

    Surrogate Model Achieves Sub-Angstrom Accuracy in Molecular Dynamics Simulations

    by Rohail T.December 29, 2025
  • Graph Neural Networks Power ALETHEIA, Advancing Social Media Campaign Detection with 96.6% Accuracy
    Machine Learning

    Graph Neural Networks Power ALETHEIA, Advancing Social Media Campaign Detection with 96.6% Accuracy

    by Rohail T.December 29, 2025
  • Deep Learning Pipeline Achieves 95% Accuracy in Designing Fluid Ferroelectric Materials
    Technology

    Deep Learning Pipeline Achieves 95% Accuracy in Designing Fluid Ferroelectric Materials

    by Rohail T.December 22, 2025
  • Cloud Quantum Computing Gains Forensic Tool, Pinpointing Hardware Noise and Resource Allocation
    Quantum Computing

    Cloud Quantum Computing Gains Forensic Tool, Pinpointing Hardware Noise and Resource Allocation

    by Rohail T.December 18, 2025
  • Graph-based Bayesian Optimization Discovers Variational Quantum Circuits for Cybersecurity Data Analysis
    Quantum Machine Learning

    Graph-based Bayesian Optimization Discovers Variational Quantum Circuits for Cybersecurity Data Analysis

    by Rohail T.December 12, 2025
  • Vs-graph Achieves 5% Higher Accuracy in Graph Classification Using Hyperdimensional Computing and Scalable Vector-symbolic Representations
    Science

    Vs-graph Achieves 5% Higher Accuracy in Graph Classification Using Hyperdimensional Computing and Scalable Vector-symbolic Representations

    by Rohail T.December 8, 2025
  • Pvls: Machine Learning Predicts Quantum Linear Solver Parameters, Achieving 2.6x Optimisation Speedup
    Quantum Machine Learning

    Pvls: Machine Learning Predicts Quantum Linear Solver Parameters, Achieving 2.6x Optimisation Speedup

    by Rohail T.December 5, 2025
  • Machine Learning Prediction of Material Properties Improves with Phonon-Informed Datasets
    Technology

    Machine Learning Prediction of Material Properties Improves with Phonon-Informed Datasets

    by Rohail T.November 21, 2025
  • Deep Learning Accelerates First-Principles Quantum Transport Simulations Without Manual Feature Engineering
    Technology

    Deep Learning Accelerates First-Principles Quantum Transport Simulations Without Manual Feature Engineering

    by Rohail T.October 30, 2025
  • Quantum-chemical Machine Learning with ELF Maps Predicts Drug Interactions at 0.0386-0.0387 Affinity, Reducing Risk by 0.0112
    Quantum Machine Learning, Quantum Research News

    Quantum-chemical Machine Learning with ELF Maps Predicts Drug Interactions at 0.0386-0.0387 Affinity, Reducing Risk by 0.0112

    by Rohail T.October 14, 2025
  • Scene Graphs in Surgery Demonstrate a Data Divide Between 2D Video and 4D Modeling
    Emerging Technology, Quantum Research News

    Scene Graphs in Surgery Demonstrate a Data Divide Between 2D Video and 4D Modeling

    by Rohail T.September 27, 2025
  • Matskraft Framework Achieves 88.68% F1 Score for Large-Scale Materials Knowledge Extraction from Tables
    Artificial Intelligence

    Matskraft Framework Achieves 88.68% F1 Score for Large-Scale Materials Knowledge Extraction from Tables

    by The NeuronSeptember 15, 2025
  • Network Routing Breakthrough: GNN-POMDP Framework Enables Scalable, Robust Policies in Dynamic Systems
    Quantum Physics

    Network Routing Breakthrough: GNN-POMDP Framework Enables Scalable, Robust Policies in Dynamic Systems

    by Quantum NewsSeptember 12, 2025
  • Researchers Achieve 0.97 Accuracy in Flood Forecasting with Graph Neural Networks and 15x Speedup
    Artificial Intelligence

    Researchers Achieve 0.97 Accuracy in Flood Forecasting with Graph Neural Networks and 15x Speedup

    by Quantum NewsSeptember 4, 2025
  • Graph Neural Network Predicts Optimal Quantum Hardware for Circuit Execution
    Quantum Hardware

    Graph Neural Network Predicts Optimal Quantum Hardware for Circuit Execution

    by Quantum NewsJuly 28, 2025
  • Quantum Graph Networks Enhance Data Reconstruction and Secure Information Hiding.
    Quantum Security

    Quantum Graph Networks Enhance Data Reconstruction and Secure Information Hiding.

    by Quantum NewsJuly 1, 2025
  • Quantum Kernel Design Improves Accuracy on Near-Term Hardware.
    Quantum Machine Learning

    Quantum Kernel Design Improves Accuracy on Near-Term Hardware.

    by Quantum NewsJune 27, 2025
  • Graph Foundation Models Emerge From Transformer Architecture and Random Walks.
    Artificial Intelligence

    Graph Foundation Models Emerge From Transformer Architecture and Random Walks.

    by Quantum NewsJune 18, 2025
  • AI-Driven System to Accelerate Immunotherapy Design Receives NSF Funding
    Artificial Intelligence

    AI-Driven System to Accelerate Immunotherapy Design Receives NSF Funding

    by Quantum NewsMay 31, 2025
  • MLCommons Launches Enhanced MLPerf Inference v5.0 with Expanded Tests and Comprehensive AI Insights
    Artificial Intelligence

    MLCommons Launches Enhanced MLPerf Inference v5.0 with Expanded Tests and Comprehensive AI Insights

    by Quantum NewsApril 3, 2025
  • Graph Neural Networks Decode Quantum LDPC Codes Efficiently
    Quantum Algorithms

    Graph Neural Networks Decode Quantum LDPC Codes Efficiently

    by Quantum NewsDecember 8, 2024
  • AI Tool Speeds Up Discovery of Energy and Quantum Materials
    Quantum Applications

    AI Tool Speeds Up Discovery of Energy and Quantum Materials

    by Quantum NewsOctober 8, 2024
  • Python And Artificial Intelligence
    Artificial Intelligence

    Python And Artificial Intelligence

    by Quantum NewsSeptember 21, 2024
  • What is Retro-Causality?
    Physics

    What is Retro-Causality?

    by Ivy DelaneySeptember 21, 2024
  • Hong Kong University Develops Quantum Algorithm for Enhanced QUBO Task Performance
    Quantum Algorithms

    Quantum Algorithm for Enhanced QUBO Task Performance

    by Quantum NewsApril 14, 2024
  • Osaka University Team Develops New Method for Predicting Chemical Properties Using Neural Networks
    Quantum Research News

    Osaka University Team Develops New Method for Predicting Chemical Properties Using Neural Networks

    by Quantum NewsMarch 7, 2024
  • PRESTO Framework Maps Multiverse of Machine Learning Models, Enhancing Reliability and Robustness
    Machine Learning

    PRESTO Framework Maps Multiverse of Machine Learning Models, Enhancing Reliability and Robustness

    by Ivy DelaneyFebruary 7, 2024

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  • Understand the latest developments in Quantum. And how they drive the next wave of the Quantum Revolution. Understand from Quantum experts how Quantum Technologies are changing the technological landscape.
  • Quantum Computing is an emerging technology that is impacting multiple industries currently.
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Latest Quantum Articles
  • Llms Enable Strategic Computation Allocation with ROI-Reasoning for Tasks under Strict Global Constraints
  • Lightweight Test-Time Adaptation Advances Long-Term EMG Gesture Control in Wearable Devices
  • Generalist Robots Validated with Situation Calculus and STL Falsification for Diverse Operations
  • Gpu-accelerated Cholesky Factorization Advances Block Tridiagonal Matrix Solutions 25x
  • Iterative Matrix Product State Simulation Achieves 15x Speedup for 29 Qubit Grover’s Algorithm
  • Advances Physics from Corrupted Data: PINN Delivers Sub-0.15% Nonlinearity Reconstruction
  • Quantum Machine Learning Achieves Scalability with 50 Qubit Shallow-Circuit Supervision
  • Quantum Processor Achieves Verification of Four Computational Phases of Quantum Matter Predictions
  • Maxwell’s Demon Finally Exorcised: How Landauer Solved a 150-Year Paradox
  • The Billiard Ball Computer: A Mechanical Model of Reversible Computation
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