Welcome to Data Mining Laboratory in the Department of Computer Science and Engineering at Seoul National University. Our research interests lie in artificial intelligence (AI), data mining, and machine learning to find models, algorithms, and systems for data analysis. Specifically, we focus on the following research topics: deep learning & machine learning, recommendation system, graphs/tensors, and financial AI.
M.S./Ph,D student Jaemin Yoo won the Best Poster Award at AIIS Retreat 2021. The Best Poster Award is given to the students who presented the best poster through voting. Congratulations!
M.S./Ph.D. student Jongjin Kim won SNU BK21 Top Talent Fellowship. SNU BK21 Top Talent Fellowship is given to only two outstanding graduate freshmen studying at Computer Science and Engineering Department, Seoul National University. Congratulations!
M.S./Ph.D. student Jaemin Yoo won SDM 2021 Travel Award for his conference registration. Jaemin will present his paper "Attention-Based Autoregression for Accurate and Efficient Multivariate Time Series Forecasting" in SDM 2021. Congratulations!
The paper “Attention-Based Autoregression for Accurate and Efficient Multivariate Time Series Forecasting” is accepted to SDM 2021, a top tier data mining conference. The paper proposed an autoregression model that learns an attention map between variables for accurate forecasting.
M.S./Ph.D student Jaemin Yoo won Qualcomm Innovation Fellowship Korea for his work "Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference" and "Knowledge Extraction with No Observable Data." Qualcomm Innovation Fellowship Korea is given to outstanding graduate students doing exceptional work in the field of artificial intelligence. Congratulations!