JINYOUNG YEO (여진영)
I am an AI Research Scientist at T-Brain (in SKT AI Center). My dissertation is about bridging the gap between human and machine knowledge by knowledge harvesting, integration, transfer, and generation. Here is a presentation why I care. At T-Brain, I am currently interested in dialogue systems where knowledge and NLP sides are converging together.
I received my Ph.D degree in Computer Science and Engineering from POSTECH, Korea in 2018. During my graduate study, I worked at the Data Intelligence (DI) Lab with Prof. Seung-won Hwang as my advisor. I was an intern at Adobe (San Jose, CA) in 2016 and 2015. I received the B.S degree in Computer Science and Engineering from Kyungpook National University, Korea in 2012.
Contact: bradyeo33_[at]_sktbrain.com
I received my Ph.D degree in Computer Science and Engineering from POSTECH, Korea in 2018. During my graduate study, I worked at the Data Intelligence (DI) Lab with Prof. Seung-won Hwang as my advisor. I was an intern at Adobe (San Jose, CA) in 2016 and 2015. I received the B.S degree in Computer Science and Engineering from Kyungpook National University, Korea in 2012.
Contact: bradyeo33_[at]_sktbrain.com
Education
- Ph.D. in Computer Science and Engineering, POSTECH, Pohang, Korea
(Mar 2012~ Aug 2018) - B.S. in Computer Science and Engineering, Kyungpook National University, Daegu, Korea
(Mar 2005~ Feb 2012)
Research Interest
- Question Answering for Dialogue System
- Multi-task Learning/Transfer Learning/Domain Adaptation
- Knowledge Base Construction and its Applications
- Multimodal Multimedia Analysis
- Conversion/Purchase Behavior Analysis for Retargeting
PuBLICations
2019
- XINA: Explainable Instance Alignment using Dominance Relationship (Extended abstract)
Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang
ICDE - IEEE International Conference on Data Engineering, Macau, China, 2019 - Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability
Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2019 - XINA: Explainable Instance Alignment using Dominance Relationship
Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2019
2018
- Translations as Additional Contexts for Sentence Classification
Reinald Kim Amplayo, Kyungjae Lee, Jinyoung Yeo, Seung-won Hwang
IJCAI - International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 2018
- Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning
Jinyoung Yeo, {Gyungbok Lee, Gengyu Wang}*, Seungtaek Choi, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang
(* authors in alphabetical order with equal contribution)
LREC - Language Resources and Evaluation Conference, Miyazaki, Japan, 2018
- Machine-translated Knowledge Transfer for Commonsense Causal Reasoning
Jinyoung Yeo, Gengyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang
AAAI - AAAI Conference on Artificial Intelligence, New Orleans, USA, 2018
2017
- Efficient Keyword-aware Representative Travel Route Recommendation
Yu-Ting Wen, Jinyoung Yeo, Wen-Chih Peng, Seung-won Hwang
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2017
- Multimodal KB Harvesting for Emerging Spatial Entities
Jinyoung Yeo, Hyunsouk Cho, Jin-woo Park, Seung-won Hwang
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2017 - Predicting Online Purchase Conversion for Retargeting
Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
WSDM - ACM International Conference on Web Search and Data Mining, Cambridge, UK, 2017
2016
- Event Grounding from Multimodal Social Network Fusion
{Hyunsouk Cho, Jinyoung Yeo}*, Seung-won Hwang
(* co-first authors with equal contribution)
ICDM - IEEE International Conference on Data Mining, Barcelona, Spain, 2016 - Browsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site
Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
WWW - International World Wide Web Conference, Montréal, Canada, 2016 - Purchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item
Sungchul Kim, Jinyoung Yeo, Eunyee Koh, Nedim Lipka
WWW - International World Wide Web Conference, Montréal, Canada, 2016 - Understanding Emerging Spatial Entities
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang
AAAI - AAAI Conference on Artificial Intelligence, Phoenix, USA, 2016
~2015
- KSTR: Keyword-aware Skyline Travel Route Recommendation
Yu-Ting Wen, Kae-Jer Cho, Wen-Chih Peng, Jinyoung Yeo, Seung-won Hwang
ICDM - IEEE International Conference on Data Mining, Atlactic City, USA, 2015 - Finding Influential Products on Social Domination Game
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang
CIKM - ACM International Conference on Information and Knowledge Management, Maui, USA, 2012
Patent
- Sales Forecasting using Browsing Ratios and Browsing Durations
Jinyoung Yeo, Nedim Lipka, Eunyee Koh (Adobe Systems Inc.)
US Patent App., 2017
Work Experience
- AI Research Scientist, SK Telecom, Korea, Present
- Data Scientist Intern, Adobe Research, San Francisco Bay Area, Summer 2016
- Data Scientist Intern, Adobe Research, San Francisco Bay Area, Fall 2015
Honors & awards
- AAAI Student Scholarship Award, 2018
- Naver Ph.D Fellowship Award, 2017
- Runner-up Prize, ICT Thesis & Invention Contest, IDIS-ETNEWS, 2016
