Publications

Full List

• Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence. Arxiv, 2025. (Paper link) (HuggingFace page)

• Granite 3.0 Language Models. (Paper link) (Forbes: IBM Granite 3.0: Practical Open-Source LLM For Enterprise Applications)

• Granite Code Models: A Family of Open Foundation Models for Code Intelligence. Arxiv, 2024. (Paper link) (>1k star on github, >100k download on Huggingface)

• Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models. EMNLP, 2024. (Paper link)

• Towards Collecting Royalties for Copyrighted Data for Generative Models. ISWC, 2024. (Paper link)

• GENERATION OF GRAPHICAL ICONS FOR TAXONOMY NODES. US Patent App., 2024. (Paper link)

• DAUF: A disease-related attentional UNet framework for progressive and stable mild cognitive impairment identification. Computers in Biology and Medicine, 2023. (Paper link)

• Long-form information retrieval for enterprise matchmaking. ACM SIGIR, 2023. (Paper link)

• Understanding Customer Requirements - an Enterprise Knowledge Graph Approach. ESWC, 2023. (Paper link)

• Toward ECG-based analysis of hypertrophic cardiomyopathy: a novel ECG segmentation method for handling abnormalities. Journal of the American Medical Informatics Association, 2022. (Paper link)

• Skin lesion image classification method based on extension theory and deep learning. Multimedia Tools and Applications, 2022. (Paper link)

• Utilizing image and caption information for biomedical document classification. ISMB/ECCB2021. (Also in Bioinformatics, 2021.) (Paper link)

• ANIMO: Annotation of biomed image modalities. BIBM2021.(Paper Link)

• Integrating image caption information into biomedical document classification in support of biocuration. Database, 2020. (Paper Link)

• Modality-classification of microscopy images using shallow variants of deep networks. BIBM2020. (Paper Link)

• Extracting figures and captions from biomedical documents. Bioinformatics, 2019. (Paper Link)
• Compound image segmentation of published biomedical figures. Bioinformatics, 2018. (Paper Link)
• Figure and caption extraction from scientific documents. CIKM2018. (Paper Link)
• Identifying experimental evidence in biomedical abstracts relevant to Drug-Drug Interactions. BCB2018. (Paper Link)
• Segmenting compound biomedical figures into their constituent panels. CLEF2017. (Best of Lab paper track) (Paper Link)
• A medical image retrieval method based on texture block coding tree. Signal Processing: Image Communication, 2017. (Paper Link)
• Identifying articles relevant to Drug-Drug Interaction: Addressing Class Imbalance. BIBM2017. (Paper Link)
• Finding frequent approximate subgraphs in medical image database. BIBM2015. (Paper Link)
• Brain CT image similarity retrieval method based on Uncertain Location Graph. IEEE Journal of Biomedical and Health Informatics, 2014. (Paper Link)
• A novel model for medical image similarity retrieval. WAIM2013. (Paper Link)
• Medical Image Retrieval Method Based on Relevance Feedback. ADMA2012. (Paper Link)