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Junyu Liu — most-cited papers & profile · AI Agents
← authors
·
overview
Junyu Liu
24
papers ·
75
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
Embedding Learning in Hybrid Quantum-Classical Neural Networks
2022 · 4 citations
Towards Symmetry-Aware Efficient Simulation of Quantum Systems and Beyond
2023 · 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
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
Quantum algorithms for conformal bootstrap
2018
Quantum simulation with hybrid tensor networks
2020
Toward simulating Superstring/M-theory on a quantum computer
2020
Representation Learning via Quantum Neural Tangent Kernels
2021
Estimating the randomness of quantum circuit ensembles up to 50 qubits
2022
Estimating the randomness of quantum circuit ensembles up to 50 qubits
2022
Topics
Theory
Quantum Simulation
Quantum Machine Learning
Quantum Algorithms
Variational Methods
Quantum Software
NISQ
Physics ML
Chemistry
Materials