Gyuwan Kim

UC Santa Barbara

Names

Gyuwan Kim (Preferred)

Emails

****@gmail.com
,
****@snu.ac.kr
,
****@navercorp.com
,
****@ucsb.edu

Education & Career History

PhD student
UC Santa Barbara (ucsb.edu)
2021Present
 
Research Scientist
NAVER Clova & AI LAB (navercorp.com)
20172021
 
MS student
Seoul National University (snu.ac.kr)
20152017
 
Undergrad student
Seoul National University (snu.ac.kr)
20102015
 

Advisors, Relations & Conflicts

PhD Advisor
2021Present
 

Expertise

Retrieval-augmented Language Models
2022Present
 
Open-domain Question Answering
2021Present
 
Self-supervised Learning, Transfer Learning, Data Augmentation, Mixup
2020Present
 
Green AI, Knowledge Distillation, Pruning
2020Present
 
Information Retrieval, Query Auto Completion
2019Present
 
Dialog System
2019Present
 
Time Series Prediction
2018Present
 
Question Answering, Question Generation
2017Present
 
Computer Security, Anomaly Detection, Natural Language Processing, Language Modeling
2016Present
 
Recurrent Neural Networks, Sequence-to-sequence Learning, Machine Translation
2016Present
 
Bioinformatics, Structured Prediction, Multi-modal Learning
2015Present
 
Machine Learning, Deep Learning, Representation Learning
2014Present