Jay Heo
Good to see you here.
The hardest work is to go idle.
Hi!
I’m a Ph.D student in the Machine Learning and Artificial Intelligence (MLAI) lab at KAIST, under the supervision of Prof. Sung Ju Hwang. I finished my B.A. degree in Psychology at the University of Texas at Austin in 2014 and master degree in Computer Science at UNIST in 2018.
Email: jayheo@kaist.ac.kr
Work Address: Daehak-ro 291, Yuseong-gu, Daejeon, Republic of Korea
Education
Korea Institute of Science and Technology (KAIST)
PhD program in Computer Science
Advisor: Prof. Sung ju Hwang
Ulsan National Institute of Science and Technology (UNIST)
Master of Science in Computer Science
Advisor: Prof. Sung ju Hwang & Prof. Tsz-Chiu Au
University of Texas at Austin
Bachelor of Liberal Arts in Psychology
Daejeon, South Korea
Current
Ulsan, South Korea
graduated in 2018
Austin, Texas
graduated in 2014
Projects
Explainable Artificial Intelligence (Explainable AI) – Next Generation Artificial Intelligence
Funded by: Institution for Information & Communications & Technology Promotion (IITP)
Uncertainty Modeling and Calibration for Safe AI
Funded by: KAIST
Deep Learning Based AI for Learning and Inference in Drone Technology
Funded by: National Research Foundation
Active Learning for Explainable Artificial Intelligence
Funded by: SIA
Deep-Learning Based Survivor Detection System for Unmanned Aerial Vehicles
Funded by: National Research Foundation
Multitask Deep Learning Models for Disease Prediction from Electronic Health Records
Funded by: AITRICS
Publication
Cost-Effective Interactive Neural Attention Learning with Neural Attention Processes
International Conference on Machine Learning 2020 (ICML 2020)
Jay Heo, Junhyeon Park, Hyewon Jeong, Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang
Uncertainty-Aware Attention for Reliable Interpretation and Prediction
Neural Information Processing Systems 2018 (NeurIPS 2018)
Jay Heo*, Hae Beom Lee*, Saehoon Kim, Juho Lee, Kwang Joon Kim, Eunho Yang, Sung Ju Hwang
(*:equal contribution)
Work Experience
University of Texas at Austin
Research Assistant
-
Clinical Psychology: Personality & Clinical Lab
-
Advisor: Prof. Raymond C Hawkins II
-
Worked as a role to analyze individual differences in the trend of the relationship between eating, sleeping patterns, and personality and to address them in a neuroscience-based approach.
-
-
Social & Development Psychology Lab
-
Advisor: Prof. Catharine H Echols
-
Worked in the social & developmental psychology project, focusing on the relationship of moral-decision and social behavior in adolescents and children. Performed 7 types of social studies and clinical tests under various socially-arranged scenarios.
-
Austin, Texas
2014
Austin, Texas
2013
