We are Data Science & Artificial Intelligence Lab (DSAIL) at KAIST led by Prof. Chanyoung Park. Due to the recent expansion of social media and online communities, online platforms in the digital economy are inundated with vast amounts of usergenerated multimodal (heterogeneous) data from various sources, which can be categorized into structured (e.g., graphs such as social network) and unstructured data (e.g., text, image, video, and audio). When properly analyzed, such multimodal data can be a valuable asset to the companies, but it is challenging not only due to the difficulty in extracting meaningful information from the inherently sparse and noisy data, but also in combining and customizing the extracted knowledge from different modalities with different statistical properties to facilitate various target applications.
Our goal is to mine meaningful knowledge from multimodal data, and develop artificial intelligence solutions for various real-world applications across different disciplines. Two underlying themes of our research are:
Our main research interests include Data Mining, Machine Learning, Deep Learning, and Artificial Intelligence, and their applications including but not limited to the following:
If you’re interested in joining our lab, send an email with your interests, CV, and transcript to cy.park (at) kaist.ac.kr.
Three papers got accepted at CIKM 2022.June 2022
Sangwoo Seo, Sein Kim, Jihyeong Jung joined our lab and will be pursuing a Ph.D/Master's degree starting from Fall 2022.June 2022
Nine undergarduate interns joined our lab (Heewoong Noh, Jeehong Kim, Jaehyeong Jeon, Kyuhyeok Seo, Sangmin Lee, Jinyoung Hong, Youngro Kim, Seonghun Hong, Juheon Han).May 2022
A paper got accepted at KDD 2022.April 2022
Two papers got accepted at SIGIR 2022.December 2021
Seven undergarduate interns joined our lab (Daeyoung Kim, Han Kim, Jongbok Lee, Junmo Lee, Suyeon Lee, Jaewon Jung, Hoyoung Choi).December 2021
Wonjung Kim, Seungyoon Choi, Sungwon Kim joined our lab and will be pursuing a Master's degree starting from Spring 2022.December 2021
A paper got accepted at AAAI 2022.September 2021
A paper got accepted at ICDM 2021.