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-centric AI, Machine Learning, Deep Learning, Multi-modal Data Mining, 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.
We are looking for interns to join our group during this Summer break (8 weeks).
April 2024A paper got accepted at Briefings in Bioinformatics.
April 2024Yeonjun started a research internship at Adobe Research, USA.
March 2023A paper got accepted at WWW 2024 Workshop on Data-centric Artificial Intelligence (DCAI).
February 2024A paper got accepted at CVPR 2024.
January 2024Congratulations! Sangwoo Seo and Sungwon Kim received Gold Prize at the 30th Samsung Humantech Paper Award.
January 2024Two papers got accepted at WWW 2024.
January 2024A paper got accepted at ICLR 2024.
January 2024Prof. Park received 2023 Technology Innovation Awards of College of Engineering, KAIST.