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Xiaoyuan Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Xiaoyuan Liu
18
papers ·
64
citations ·
12
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Similarity-Based Parameter Transferability in the Quantum Approximate Optimization Algorithm
2023 · 27 citations
Transferability of optimal QAOA parameters between random graphs
2021 · 5 citations
MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
2025 · 2 citations
Learning To Optimize Quantum Neural Network Without Gradients
2023 · 1 citations
Agents' Last Exam
2026
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
2025
Human Cognitive Benchmarks Reveal Foundational Visual Gaps in MLLMs
2025
Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers
2021
Topics
Variational Methods
Quantum Algorithms
Quantum Simulation
NISQ
Benchmarks
Quantum Software
Code Agents
Evaluation
Planning
Medical AI