timeseries

Time-series Data

Local and global component decomposition

Explanable deep learning for time-series prediction

Anomaly detection analysis

  • Minseok Kim (박사 10학기)
  • Jinuk Park (박사 6학기)
  • Justin Hong (박사 5학기)
  • Gyubaek Kim (박사 5학기)
  • Dennis. H. Go (박사 2학기)
  • Junheum Cho (석사 2학기)
databasesystem

Database Optimization

AI-based DBMS parameter tuning

Bigdata platform

Database performance analysis

  • Mincheol Shin (박사 13학기)
  • Jieun Lee (박사 2학기)
  • Juyeon Seo (석사 4학기)
  • Jin Huijun (석사 4학기)

ADDB Detail

machinelearning

Multi-modal Learning

Image Captioning

Sentiment Analysis

Visual Question Answering

  • Kyeonghun Kim (석사 4학기)
  • Chanho Yeom (석사 1학기)

NLP Detail

bioinformatics

Bioinformatics

Disease-associated target prediction

Deep generative models for compound generation

De novo drug design via RL

  • Jonghwan Choi (박사 6학기)
  • Sangmin Seo (박사 3학기)
  • Piao Shengmin (석사 3학기)