Kim, Dokyoon

6 publications

MLHC 2025 Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases Jaesik Kim, Byounghan Lee, Kyung-Ah Sohn, Dokyoon Kim, Young Chan Lee

ICLRW 2025 Generalized Representation Learning for Multimodal Histology Imaging Data Through Vision-Language Modeling Jacob S Leiby, Alexandro E Trevino, Aaron T Mayer, Zhenqin Wu, Dokyoon Kim, Zhi Huang

ICLR 2025 MAESTRO: Masked Encoding Set Transformer with Self-Distillation Matthew Eric Lee, Jaesik Kim, Matei Ionita, Jonghyun Lee, Michelle L. McKeague, Yonghyun Nam, Irene Khavin, Yidi Huang, Victoria Fang, Sokratis Apostolidis, Divij Mathew, Shwetank, Ajinkya Pattekar, Zahabia Rangwala, Amit Bar-Or, Benjamin A Fensterheim, Benjamin A. Abramoff, Rennie L. Rhee, Damian Maseda, Allison R Greenplate, John Wherry, Dokyoon Kim

ICLRW 2025 Reference-Free Cell-Type Annotation with LLM Agents Yidi Huang, Ivan Cohen, Van Quynh-Thi Truong, Pedram B Bayat, Sameer A Bhatti, Luca Paruzzo, Mark M. Painter, Shirong Zheng, Derek Alan Oldridge, Joost Wagenaar, Allison R Greenplate, Dokyoon Kim

NeurIPSW 2023 Immunology Meets Artificial Intelligence: Expanding Our Scientific Toolbox Van Truong, Matthew Lee, Dokyoon Kim, John Wherry, Marylyn Ritchie

NeurIPSW 2023 Single-Cell Masked Autoencoder: An Accurate and Interpretable Automated Immunophenotyper Jaesik Kim, Matei Ionita, Matthew Eric Lee, Michelle McKeague, Ajinkya Pattekar, Mark Painter, Joost Wagenaar, Van Quynh-Thi Truong, Dylan Norton, Divij Mathew, Yonghyun Nam, Sokratis Apostolidis, Patryk Orzechowski, Sang-Hyuk Jung, Jakob Woerner, Yidi Huang, Nuala J. Meyer, Allison R. Greenplate, Dokyoon Kim, John Wherry