Iljung Kim

PhD Student in Computer Science

Iljung Kim

Hanyang University · aAIs Lab · Seoul, Korea

Machine learning researcher focusing on protein structure prediction and digital pathology.

Portrait of Iljung Kim
Iljung Kim, Hanyang University

Research interests

  • Protein structure prediction
  • Digital pathology

Education

  1. PhD Student in Computer Science

    Hanyang University · aAIs Lab

  2. B.S. in Bioengineering & Bio-Software Engineering

    Hanyang University · Summa Cum Laude

  3. Department of Hacking Defense

    Korea Digital Media High School

Selected publications

Google Scholar
  1. Journal of Pathology Informatics

    Weakly supervised deep learning distinguishes alcohol-associated from metabolic dysfunction-associated steatohepatitis on H&E whole-slide images.

    Meroueh, C., Ibrahim, S. H., Tizhoosh, H., Noh, Y.-K., Kim, I., Lucas, P., Shah, V. H.

    Journal of Pathology Informatics, 100712.

    Paper
  2. Science Advances

    Glycolysis in hepatic stellate cells coordinates fibrogenic extracellular vesicle release.

    Khanal, S., Liu, Y., Bamidele, A. O., Wixom, A. Q., Washington, A. M., Jalan-Sakrikar, N., Cooper, S. A., Vuckovic, I., Zhang, S., Zhong, J., Johnson, K. L., Charlesworth, M. C., Kim, I., Yeon, Y., Yoon, S., Noh, Y., Meroueh, C., Timbilla, A. A., Yaqoob, U., Kostallari, E.

    Science Advances, 10(26).

    Paper
  3. JHEP Reports

    Glycogen synthase kinase 3 activity enhances liver inflammation in MASH.

    Khoury, M., Guo, Q., Furuta, K., Correia, C., Meroueh, C., Lee, H. S. K., Warasnhe, K., Valenzuela-Pérez, L., Mazar, A. P., Kim, I., Noh, Y., Holmes, H., Romero, M. F., Sussman, C. R., Pavelko, K. D., Islam, S., Bamidele, A. O., Hirsova, P., Li, H., Ibrahim, S. H.

    JHEP Reports, 6(6), 101073.

    Paper
  4. NeurIPS

    Variational weighting for kernel density ratios.

    Yoon, S., Park, F., Yun, G., Kim, I., Noh, Y.

    NeurIPS 2023.

    Poster

Presentations

  1. MLSB

    DiffAlign: Diffusion-Based Molecular Alignment with Pocket-Aware Guidance.

    Kim, I., Joo, K., Noh, Y.

    Paper (PDF) Poster (PDF)
  2. ASDP

    Identifying the ASH/MASH Spectrum in Liver Biopsies Using Weak Supervision.

    Kim, I., Yeon, Y., Noh, Y., Meroueh, C., Ahn, J. C., Ramkissoon, R., Nejat, P., Hipp, J. D., Tizhoosh, H. R., Shah, V. H.

    Abstract (PDF) Poster (PDF)
  3. ASDP

    Automated NASH CRN Scoring Pipeline Through Lesion Segmentation for Alcohol-Associated Liver Disease.

    Kim, I., Yoon, S., Noh, Y., Meroueh, C., Ahn, J. C., Ramkissoon, R., Nejat, P., Hipp, J. D., Tizhoosh, H. R., Shah, V. H.

    Abstract (PDF) Poster (PDF)