Ya Zhang

Research interests

Publications

• PMC-LLaMA: toward building open-source language models for medicine

  Journal of the American Medical Informatics Association · 2024 · https://doi.org/10.1093/jamia/ocae045

• Knowledge-enhanced visual-language pre-training on chest radiology images

  Nature Communications · 2023 · https://doi.org/10.1038/s41467-023-40260-7

• PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents

  Lecture notes in computer science · 2023 · https://doi.org/10.1007/978-3-031-43993-3_51

• GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · https://doi.org/10.1109/cvpr52688.2022.00639

• Prompting Visual-Language Models for Efficient Video Understanding

  Lecture notes in computer science · 2022 · https://doi.org/10.1007/978-3-031-19833-5_7

• Neoadjuvant Immunotherapy for MSI-H/dMMR Locally Advanced Colorectal Cancer: New Strategies and Unveiled Opportunities

  Frontiers in Immunology · 2022 · https://doi.org/10.3389/fimmu.2022.795972

• Registration Based Few-Shot Anomaly Detection

  Lecture notes in computer science · 2022 · https://doi.org/10.1007/978-3-031-20053-3_18

• Pu-erh tea unique aroma: Volatile components, evaluation methods and metabolic mechanism of key odor-active compounds

  Trends in Food Science & Technology · 2022 · https://doi.org/10.1016/j.tifs.2022.03.031

• Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · https://doi.org/10.1109/tpami.2021.3053765

• A Fourier-based Framework for Domain Generalization

  Journal · 2021 · https://doi.org/10.1109/cvpr46437.2021.01415

• Targeting the Wnt/β-catenin signaling pathway in cancer

  Journal of Hematology & Oncology · 2020 · https://doi.org/10.1186/s13045-020-00990-3

• Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction

  Journal · 2020 · https://doi.org/10.1109/cvpr42600.2020.00029

• Attribute Restoration Framework for Anomaly Detection

  IEEE Transactions on Multimedia · 2020 · https://doi.org/10.1109/tmm.2020.3046884

• Bottom-Up Temporal Action Localization with Mutual Regularization

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-58598-3_32

• Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00371

• Flexible, stretchable and conductive PVA/PEDOT:PSS composite hydrogels prepared by SIPN strategy

  Polymer Testing · 2019 · https://doi.org/10.1016/j.polymertesting.2019.106213

• Separating Style and Content for Generalized Style Transfer

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00881

• Long-Term Prognostic Risk After Neoadjuvant Chemotherapy Associated With Residual Cancer Burden and Breast Cancer Subtype

  Journal of Clinical Oncology · 2017 · https://doi.org/10.1200/jco.2015.63.1010

• A machine learning-based framework to identify type 2 diabetes through electronic health records

  International Journal of Medical Informatics · 2016 · https://doi.org/10.1016/j.ijmedinf.2016.09.014

• Part-Stacked CNN for Fine-Grained Visual Categorization

  Journal · 2016 · https://doi.org/10.1109/cvpr.2016.132

• Discovery of an Active RAG Transposon Illuminates the Origins of V(D)J Recombination

  Cell · 2016 · https://doi.org/10.1016/j.cell.2016.05.032

• Deep feature for text-dependent speaker verification

  Speech Communication · 2015 · https://doi.org/10.1016/j.specom.2015.07.003

• Global analysis of plasticity in turgor loss point, a key drought tolerance trait

  Ecology Letters · 2014 · https://doi.org/10.1111/ele.12374

• Maximizing Expected Model Change for Active Learning in Regression

  Journal · 2013 · https://doi.org/10.1109/icdm.2013.104

• Differential Response to Neoadjuvant Chemotherapy Among 7 Triple-Negative Breast Cancer Molecular Subtypes

  Clinical Cancer Research · 2013 · https://doi.org/10.1158/1078-0432.ccr-13-0799

• A dynamic bayesian network click model for web search ranking

  Journal · 2009 · https://doi.org/10.1145/1526709.1526711

• Expected reciprocal rank for graded relevance

  Journal · 2009 · https://doi.org/10.1145/1645953.1646033

• Effects of yttrium on microstructure and mechanical properties of hot-extruded Mg–Zn–Y–Zr alloys

  Materials Science and Engineering A · 2004 · https://doi.org/10.1016/j.msea.2004.02.007

Current projects

No projects listed.