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Xiaoyuan Liu β most-cited papers & profile Β· Computer Vision
β authors
Β·
overview
Xiaoyuan Liu
11
papers Β·
35
citations Β·
12
h-index
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Most-cited papers
Similarity-Based Parameter Transferability in the Quantum Approximate Optimization Algorithm
2023 Β· 27 citations
Transferability of optimal QAOA parameters between random graphs
2021 Β· 5 citations
MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
2025 Β· 2 citations
Learning To Optimize Quantum Neural Network Without Gradients
2023 Β· 1 citations
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context
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
Can LLMs Ask Good Questions?
2025
ELRUNA: Elimination Rule-based Network Alignment
2019
Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers
2021
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
2024
Topics
In-Context Learning
RAG
Evaluation
Prompting
quant-ph
Quantum Algorithms
Variational Methods
Medical AI
Physics ML
Materials