Concepedia

Yunfei Liu

YL

13

Publications

665

Citations

13

H-Index

2012

Active since

Affiliations

Johns Hopkins University(Current)

Princeton University

Shanghai Jiao Tong University

Holon Institute of Technology

Montreal Neurological Institute and Hospital

Yunfei Liu is an author at Johns Hopkins University specializing in engineering, data science, and social sciences.

Top concepts

EngineeringData ScienceSocial SciencesMachine LearningCognitive ScienceLanguageLinguisticsNeuroimagingNeuroscienceComputer Science

Publications per year

2012–2023

13

Publications

13

The “Narratives” fMRI dataset for evaluating models of naturalistic language comprehension

Samuel A. Nastase, Yunfei Liu, Hanna Hillman et al. · Scientific Data · 2021 · 147 citations · Full text

Neurolinguistics, Semantic Processing, Multimodal Learning +21

Improving Knowledge Tracing via Pre-training Question Embeddings

Yunfei Liu, Yang Yang, Xianyu Chen et al. · 2020 · 116 citations · Full text

Engineering, Machine Learning, Text Mining +16

Tracing Knowledge State with Individual Cognition and Acquisition Estimation

Ting Long, Yunfei Liu, Jian Shen et al. · 2021 · 90 citations

Artificial Intelligence, Engineering, Machine Learning +19

Neural alignment predicts learning outcomes in students taking an introduction to computer science course

Meir Meshulam, Liat Hasenfratz, Hanna Hillman et al. · Nature Communications · 2021 · 73 citations · Full text

Education, Cognition, Brain Organization +19

Computer code comprehension shares neural resources with formal logical inference in the fronto-parietal network

Yunfei Liu, Judy Kim, Colin Wilson et al. · eLife · 2020 · 60 citations · Full text

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