You can also find my articles on my Google Scholar profile.
โผ๏ธNewsโผ๏ธ
- ๐๏ธ [Nov. '24] Our paper on theoretical analysis of continual learning is accepted to JKAIA 2024 and won the Best Paper Award! ๐ (See Publications for more details)
- ๐๏ธ [Nov. '24] I'm selected as one of the Top Reviewers (top 8.6%: 1,304 of 15,160 reviewers) at NeurIPS 2024! (+ Free registration! ๐)
- ๐๏ธ [Sep. '24] Two papers got accepted to NeurIPS 2024! ๐ One is about length generalization of arithmetic Transfomers, and another is about mitigating loss of plasticity in incremental neural net training. See you in Vancouver๐จ๐ฆ!
- ๐๏ธ [Jun. '24] An early version of our paper on length generalization of Transformers got accepted to the ICML 2024 Workshop on Long-Context Foundation Models!
- ๐๏ธ [May. '24] A paper got accepted to ICML 2024 as a spotlight paper (top 3.5% among all submissions)! ๐ We show global convergence of Alt-GDA (which is strictly faster than Sim-GDA) and propose an enhanced algorithm called Alex-GDA for minimax optimization. See you in Vienna๐ฆ๐น!
- ๐๏ธ [Sep. '23] Two papers are accepted to NeurIPS 2023! ๐ One is about Fair Streaming PCA and another is about enhancing plasticity in RL.
- ๐๏ธ [Jan. '23] Our paper about shuffling-based stochastic gradient descent-ascent got accepted to ICLR 2023!
- ๐๏ธ [Nov. '22] Our paper about shuffling-based stochastic gradient descent-ascent is accepted to 2022 Korea AI Association + NAVER Autumnal Joint Conference (JKAIA 2022) and selected as the NAVER Outstanding Theory Paper!
- ๐๏ธ [Oct. '22] I am happy to announce that our very first preprint is now on arXiv! It is about convergence analysis of shuffling-based stochastic gradient descent-ascent.
- ๐๏ธ [Feb. '22] Now I am part of OptiML Lab of KAIST AI.
Education
- ๐ซ Ph.D. in Artificial Intelligence KAIST, Sept. 2023 โ Current
- ๐ซ M.Sc. in Artificial Intelligence KAIST, Mar. 2022 โ Aug. 2023
- ๐ซ B.Sc. in Mathematical Sciences KAIST, Mar. 2017 โ Feb. 2022
- Minor in Computing Sciences / Summa Cum Laude
๐ Curriculum Vitae (CV): Here
๐ง Email: jhs4015 at kaist dot ac dot kr