Hello! This is Sanghyun Yi. I'm interested in bridging the gap between biological and artificial intelligence. I wonder if a clue could emerge from harmonizing decision neuroscience with artificial intelligence. I’m thus interested in bi-directional research: understanding the mystery of human decision making by machine learning algorithms and solving machine learning problems from the results of neuroscience. In my free time, I love going to the gym:) Please check my CV for more, and up-to-date information.
Kiyohito Iigaya, Sanghyun Yi, Iman A. Wahle, Koranis Tanwisuth, John P. O'Doherty, "Aesthetic preference for art can be predicted from a mixture of low- and high-level visual features", in Nature Human Behaviour 5, 743–755, 2021.
Sanghyun Yi, Rahul Goel, Chandra Khatri, Alessandra Cervone, Tagyoung Chung, Behnam Hedayatnia, Anu Venkatesh, Raefer Gabriel and Dilek Hakkani-Tur, "Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators", in International Conference on Natural Language Generation (INLG), Tokyo, Japan, 2019. (Oral presentation)
Kiyohito Iigaya, Sanghyun Yi, Iman Wahle, Sandy Tanwisuth and John P. O'Doherty, "Science meets art: Attribute-based computation as a general principle for building subjective value", in The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM), Montréal, Québec, Canada, 2019.
Chihyung Jeon , Hanbyul Jeong , Heesun Shin , Heewon Kim , Sungeun Kim and Sanghyun Yi, "Can AI Read Your Politics? Social and Ethical Implications of Artificial Political Intelligence", in When Robots Think. Interdisciplinary Views on Intelligent Automation, Münster, Germany, 2018.
Sanghyun Yi, Jeehang Lee, Changhwa Lee, Juno Kim, Sujin An and Sangwan Lee, "A Competitive Path to Build Artificial Football Agents for AI Worldcup", in IEEE/IEIE International Conference on Consumer Electronics (ICCE) Asia, Jeju, Korea, 2018.
Sanghyun Yi, Jeehang Lee and Sangwan Lee, "Maximally separating and correlating model-based and model-free reinforcement learning", in Computational and Systems Neuroscience (Cosyne), Denver, USA, 2018.
Sanghyun Yi and Kyomin Jung, "A Chatbot by Combining Finite State Machine, Information Retrieval, and Bot-Initiative Strategy", in 1st Proceedings of Alexa Prize (Alexa Prize 2017), Las Vegas, USA, 2017.
Rahul Goel, Chandra Prakash Khatri, Tagyoung Chung, Raefer Christopher Gabriel, Anushree Venkatesh, Behnam Hedayatina, Sanghyun Yi, "Dialog Response Generation", US patent (11194973)
Sang Wan Lee, JeeHang Lee, Sanghyun Yi, "Apparatus and method for eliciting optimal strategy of the humans in the interactive games using artificial intelligence", US patent pending (16381954)
Sang Wan Lee, JeeHang Lee, Sanghyun Yi, "Apparatus and method for eliciting optimal strategy of the humans in the interactive games using artificial intelligence", Korean patent (10-2018-0089185)
TA for Psy 13:Introduction to Cognitive Neuroscience
Spring 2020, 2021
TA for EC/ACM/CS 112:Bayesian Statistics
Winter 2020, 2021