Seungyeon Lee

Short Biography [CV]

I’m a second-year Ph.D. student at the Department of Computer Science and Engineering, The Ohio State University (OSU). I’m fortunately working with Prof. Ping Zhang in AIMed (Artificial Intelligence in Medicine) Lab. My research interests lie in data mining, machine learning and their application to trustworthy AI, computational medicine.

Publications

• DREAM: Domain Invariant and Contrastive Representation for Sleep Dynamics
  Seungyeon Lee, Thai-Hoang Pham, Ping Zhang
  IEEE International Conference on Data Mining, ICDM 2022
  [Paper]

• Deep Learning based Recommender System using Cross Convolutional Filters
  Seungyeon Lee, Dohyun Kim
  Information Science, 2022
  [Paper]

• Additive Ensemble Neural Networks
  Minyoung Park*, Seungyeon Lee*, Sangheum Hwang, Dohyun Kim (*equal contributions)
  IEEE Access, 2020
  [Paper]

• Similarity based Deep Neural Networks
  Seungyeon Lee, Eunji Jo, Sangheum Hwang, Gyeong Bok Jung, Dohyun Kim
  IJFIS, 2021
  [Paper]

Awards

• Student Travel Awards, ICDM 2022.
• Poster Competition First Place Winne, INFORMS International Conference 2018.

Services

• Conference Reviewers: ICDM, SDM

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