Talks
Talks & conference presentations
A selected record of first-author conference presentations and research talks spanning distributed quantum computing, quantum machine learning, quantum-HPC systems, photonic quantum computing, and practical quantum sensing technologies.
Presentation map
Talk record
Quantum Machine Learning for UAV Swarm Intrusion Detection
Published:
Paper: Quantum Machine Learning for UAV Swarm Intrusion Detection
Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series
Published:
Paper: Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series
Special-Unitary Parameterization for Trainable Variational Quantum Circuits
Published:
Paper: Special-Unitary Parameterization for Trainable Variational Quantum Circuits
Learning to Learn with Quantum Optimization via Quantum Neural Networks
Published:
Paper: Learning to Learn with Quantum Optimization via Quantum Neural Networks
Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing
Published:
Paper: Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing
Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems
Published:
Paper: Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems
Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
Published:
Paper: Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
Consensus-Based Distributed Quantum Kernel Learning for Speech Recognition
Published:
Paper: Consensus-Based Distributed Quantum Kernel Learning for Speech Recognition
CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data
Published:
Paper: CompressedMediQ: Hybrid Quantum Machine Learning Pipeline for High-Dimensional Neuroimaging Data
Noise-Aware Detectable Byzantine Agreement for Consensus-Based Distributed Quantum Computing
Published:
Paper: Noise-Aware Detectable Byzantine Agreement for Consensus-Based Distributed Quantum Computing
Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
Published:
Paper: Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware
Published:
Paper: Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware
Quantum-Enhanced Support Vector Machine for Large-Scale Multi-Class Stellar Classification
Published:
Paper: Quantum-Enhanced Support Vector Machine for Large-Scale Multi-Class Stellar Classification
Quantum-Classical-Quantum Workflow in Quantum-HPC Middleware with GPU Acceleration
Published:
Paper: Quantum-Classical-Quantum Workflow in Quantum-HPC Middleware with GPU Acceleration
Short-Depth Circuits and Error Mitigation for Large-Scale GHZ-State Preparation, and Benchmarking on IBM’s 127-Qubit System
Published:
Paper: Short-Depth Circuits and Error Mitigation for Large-Scale GHZ-State Preparation, and Benchmarking on IBM’s 127-Qubit System