Pengyuan Li

Researcher, IBM Research

Joined

February 2023

Names

Pengyuan Li (Preferred)

Emails

****@ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

IBM Research (ibm.com)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2015 – 2021

Expertise

Text mining

Present

Image mining

Present

Machine learning

Present

Vision Language Model

Present

Foundation models

Present

Multimodal mining

Present

Publications

Composition-Grounded Data Synthesis for Visual Reasoning
Xinyi Gu, Jiayuan Mao, Zhang-Wei Hong, Zhuoran Yu, Pengyuan Li, Dhiraj Joshi, Rogerio Feris, Zexue He
- ICLR 2026 Poster
- Readers: Everyone
Toward ECG-based analysis of hypertrophic cardiomyopathy: a novel ECG segmentation method for handling abnormalities
Kasra Nezamabadi, Jacob Mayfield, Pengyuan Li, Gabriela V. Greenland, Sebastian Rodriguez, Bahadir Simsek, Parvin Mousavi, Hagit Shatkay, M. Roselle Abraham
- 2022 (modified: 05 Feb 2023)
- J. Am. Medical Informatics Assoc. 2022
- Readers: Everyone
Skin lesion image classification method based on extension theory and deep learning
Xiaofei Bian, Haiwei Pan, Kejia Zhang, Pengyuan Li, Jinbao Li, Chunling Chen
- 2022 (modified: 05 Feb 2023)
- Multim. Tools Appl. 2022
- Readers: Everyone
Utilizing image and caption information for biomedical document classification
Pengyuan Li, Xiangying Jiang, Gongbo Zhang, Juan Trelles Trabucco, Daniela Raciti, Cynthia L. Smith, Martin Ringwald, G. Elisabeta Marai, Cecilia N. Arighi, Hagit Shatkay
- 2021 (modified: 05 Feb 2023)
- Bioinform. 2021
- Readers: Everyone
ANIMO: Annotation of Biomed Image Modalities
Juan Trelles Trabucco, Pengyuan Li, Cecilia N. Arighi, Daniela Raciti, Hagit Shatkay, G. Elisabeta Marai
- 2021 (modified: 05 Feb 2023)
- BIBM 2021
- Readers: Everyone
Corrigendum to: Utilizing image and caption information for biomedical document classification
Pengyuan Li, Xiangying Jiang, Gongbo Zhang, Juan Trelles Trabucco, Daniela Raciti, Cynthia L. Smith, Martin Ringwald, G. Elisabeta Marai, Cecilia N. Arighi, Hagit Shatkay
- 2021 (modified: 05 Feb 2023)
- Bioinform. 2021
- Readers: Everyone
Integrating image caption information into biomedical document classification in support of biocuration
Xiangying Jiang, Pengyuan Li, James A. Kadin, Judith A. Blake, Martin Ringwald, Hagit Shatkay
- 2020 (modified: 05 Feb 2023)
- Database J. Biol. Databases Curation 2020
- Readers: Everyone
Topic Detection and Summarization of User Reviews
Pengyuan Li, Lei Huang, Guang-jie Ren
- 2020 (modified: 05 Feb 2023)
- CoRR 2020
- Readers: Everyone
Modality-Classification of Microscopy Images Using Shallow Variants of Deep Networks
Juan Trelles Trabucco, Pengyuan Li, Cecilia N. Arighi, Hagit Shatkay, G. Elisabeta Marai
- 2020 (modified: 05 Feb 2023)
- BIBM 2020
- Readers: Everyone
Figure and caption extraction from biomedical documents
Pengyuan Li, Xiangying Jiang, Hagit Shatkay
- 2019 (modified: 05 Feb 2023)
- Bioinform. 2019
- Readers: Everyone

View all 21 publications

Co-Authors

View all 52 co-authors