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Hyunsik Jeon

Cell: +82-2-880-7263
Email:

I am a Ph.D. Student at Data Mining Lab @ SNU. My research area includes recommender systems based on deep neural networks.

[Download C.V.]
[Google Scholor | DBLP | LinkedIn]

Education

Ph.D. Student

(Mar. 2019 - Present)
Computer Science and Engineering
Seoul National University, Seoul, Republic of Korea
Advisor: Prof. U Kang

Master of Science

(Mar. 2017 - Feb. 2019)
Computer Science and Engineering
Seoul National University, Seoul, Republic of Korea
Advisor: Prof. U Kang

Bachelor of Science

(Mar. 2011 - Feb. 2017)
Computer Science and Engineering
Hanyang University, Seoul, Republic of Korea

Awards and Honors

MIND News Recommendation Competition Award (Sep. 2020)

Second Prize Award (participated in 215 teams)

Best Student Paper Award (May. 2020)

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020, Singapore

Samsung HumanTech Paper Award (Feb. 2020)

Honorable Mention - 4th in CSE

BigData Student Travel Award (Dec. 2019)

IEEE International Conference on Big Data (BigData), 2019, Los Angeles, USA

Publications

PGT: News Recommendation Coalescing Personal and Global Temporal Preferences

Bonhun Koo, Hyunsik Jeon, and U Kang
Knowledge and Information Systems (KAIS), 2021
[paper]

Multi-EPL: Accurate multi-source domain adaptation

Seongmin Lee, Hyunsik Jeon, and U Kang
PLOS ONE, 2021
[paper | code]

Unsupervised Multi-Source Domain Adaptation with No Observable Source Data

Hyunsik Jeon, Seongmin Lee, and U Kang
PLOS ONE, 2021
[paper | code]

Accurate News Recommendation Coalescing Personal and Global Temporal Preferences

Bonhun Koo, Hyunsik Jeon, and U Kang
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020, Singapore (acceptance rate 135/628 = 21.5%)
Best Student Paper
[paper | homepage | bibtex]

Data Context Adaptation for Accurate Recommendation with Additional Information

Hyunsik Jeon, Bonhun Koo, and U Kang
IEEE International Conference on Big Data (BigData), 2019, Los Angeles, USA (acceptance rate 106/550 = 19.3%)
[paper | slides | homepage | code | bibtex]

Belief Propagation Network for Hard Inductive Semi-supervised Learning

Jaemin Yoo, Hyunsik Jeon, and U Kang
International Joint Conference on Artificial Intelligence (IJCAI), 2019, Macao, China (acceptance rate 850/4752 = 17.9%)
[paper | slides | poster | code | bibtex]

Professional Services

BigComp (Program Committee, 2021)

BigComp (External Reviewer, 2020)

CIKM (External Reviewer, 2018-2019)

ICDM (External Reviewer, 2019)

ICLR (External Reviewer, 2021)

KDD (External Reviewer, 2019-2022)

NeurIPS (External Reviewer, 2021)

TheWebConf (External Reviewer, 2019-2021)

WSDM (External Reviewer, 2019)

Work & Research Experiences

Hyperconnect

Seoul, Republic of Korea
Research Intern (July 2020 - Aug 2020)

Teaching Experiences

T.A. - Topics in Aritificial Intelligence (Optimization for Machine Learning)

(Spring 2018)
Seoul National University, Seoul, Republic of Korea

T.A. - Data Structures

(Fall 2017)
Seoul National University, Seoul, Republic of Korea

Graduate Courseworks

Self-learning Neural Algorithms - (Fall 2019)

Advanced Data Mining - (Fall 2019)

Big Data Analysis (Reinforcement Learning) - (Spring 2019)

Genetic Algorithm - (Spring 2019)

Data Compression - (Spring 2018)

Introduction to Computer Vision - (Spring 2018)

Information Visualization and Visual Analytics - (Fall 2017)

Large Data Analysis - (Fall 2017)

Data Analysis Using Deep Learning - (Spring 2017)