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Junyu Liu — most-cited papers & profile · AI for Code
← authors
·
overview
Junyu Liu
27
papers ·
87
citations ·
0
h-index
University of Pittsburgh · Northwestern Polytechnical University · Chinese Academy of Sciences · Shanghai Mental Health Center · Dalian National Laboratory for Clean Energy · University of Chinese Academy of Sciences
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Most-cited papers
Quantum simulation of quantum field theories as quantum chemistry
2020 · 45 citations
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography
2024 · 9 citations
Securing Large Language Models: Addressing Bias, Misinformation, and Prompt Attacks
2024 · 7 citations
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
2024 · 7 citations
Embedding Learning in Hybrid Quantum-Classical Neural Networks
2022 · 4 citations
Towards Symmetry-Aware Efficient Simulation of Quantum Systems and Beyond
2023 · 3 citations
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications
2024 · 3 citations
Analytic theory for the dynamics of wide quantum neural networks
2022 · 2 citations
Fundamental causal bounds of quantum random access memories
2023 · 2 citations
Deep Learning Model Security: Threats and Defenses
2024 · 2 citations
Deep Learning Model Security: Threats and Defenses
2024 · 2 citations
PartComposer: Learning and Composing Part-Level Concepts from Single-Image Examples
2025 · 1 citations
An Analytic Theory of Quantum Imaginary Time Evolution
2025
The Efficiency Frontier: Classical Shadows versus Quantum Footage
2025
Quantum Dynamics Simulation of the Advection-Diffusion Equation
2025
Topics
Theory
Quantum Simulation
Quantum Machine Learning
Quantum Algorithms
Variational Methods
Quantum Software
NISQ
Physics ML
Federated Learning
Security