Ph.D. Student
of Computer Science and Engineering

Curriculum Vitae

ADDRESS Department of Computer Science and Engineering,
Pohang University of Science and Technology (POSTECH),
77 Cheongam-ro, Nam-gu, Pohang-si 37673,
Gyeongsangbuk-do, Republic of Korea
EMAIL jtkim@postech.ac.kr; jtkim@postech.edu
PHONE +82-54-279-2924
FAX +82-54-279-2299
HOMEPAGE http://mlg.postech.ac.kr/~jtkim

Curriculum Vitae

  1. Curriculum Vitae (July, 2019)


  1. Bayesian Optimization over Sets (ICML AutoML-2019)
  2. Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks (ICML-2019)
  3. TAEML: Task-Adaptive Ensemble of Meta-Learners (NeurIPS MetaLearn-2018)
  4. Automated Machine Learning for Soft Voting in an Ensemble of Tree-based Classifiers (ICML/IJCAI-ECAI AutoML-2018)
  5. Open Set Recognition by Regularizing Classifier with Fake Data Generated by Generative Adversarial Networks (ICASSP-2018)
  6. Clustering-Guided GP-UCB for Bayesian Optimization (ICASSP-2018)
  7. On the Optimal Bit Complexity of Circulant Binary Embedding (AAAI-2018)
  8. Learning to Transfer Initializations for Bayesian Hyperparameter Optimization (NeurIPS BayesOpt-2017)
  9. AutoML Challenge: AutoML Framework Using Random Space Partitioning Optimizer (ICML AutoML-2016)

Research Topics

  1. Bayesian Optimization and Automated Machine Learning (June 12, 2018)

Open Source Projects

  1. bayeso (GitHub: bayeso, bayeso-benchmarks)


  1. AutoML at ICML 2018 (SigOpt Blog, July 13, 2018)
  2. Clustering Applied to Acquisition Functions (SigOpt Blog, April 17, 2018)
  3. Circulant Binary Embeddings (SigOpt Blog, February 6, 2018)