Scholar

Juhua Liu（刘菊华）

Google Scholar ID: wN-rIgIAAAAJ

Wuhan University

CVNLPLLMMLLMOCR

Citations & Impact

All-time

Citations

2,587

H-index

i10-index

Publications

Co-authors

list available

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Publications

20 items

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Resume (English only)

Academic Achievements

Published over 60 academic papers as first or corresponding author in well-known international journals and conferences such as IEEE TPAMI, IJCV, IEEE TIP, IEEE TKDE, IEEE TASLP, NeurIPS, CVPR, ICCV, ACL, AAAI, IJCAI, ACM MM, EMNLP. Led and participated in more than 10 related longitudinal research projects, including 3 National Natural Science Foundation projects, 1 Hubei Provincial Natural Science Foundation project, 1 China Postdoctoral Science Foundation project, 1 Suzhou Industrial Technology Innovation Special Project - Forward-looking Applied Research Project, and 2 Central Universities Basic Scientific Research Business Fee Special Fund Projects. The proposed text detection and recognition methods have achieved the best performance on multiple public datasets. Collaborated with JD Exploration Institute to train large-scale language models Vega V1 (with 1.5 billion parameters) and Vega V2 (with 6 billion parameters), successively ranking first in the top international natural language understanding tasks GLUE and SuperGLUE. Trained multiple 7B and 14B scale medical language and multimodal large models, among which the 14B medical language model ranked second on the authoritative Chinese medical large model evaluation platform MedBench, and the 7B medical language model ranked fifth with the least parameter scale (as of September 2024).

Research Experience

Office location: Room D407, Building of School of Computer Science, Liberal Arts Department, Wuhan University; Title: Professor; Employment status: In-service; Affiliated department: School of Computer Science; Discipline: Other specialties in Computer Science and Technology, Computer Application Technology, Other specialties in Software Engineering.

Education

Background

Professor and doctoral supervisor at the School of Computer Science, Wuhan University. Mainly engaged in research on computer vision, medical image analysis, large model training and application, with rich R&D experience in object detection, intelligent diagnosis of medical images, intelligent interpretation of remote sensing images, text information extraction and analysis, and large models.

Miscellany