Hiun Kim (김희언) 📝 archives

ML/SW Engineer, NAVER

[linkedin]   [github]   [google scholar]  

Research Interests:
Information Retrieval, Natural Language Processing

Industrial Experience:
Search, RecSys, Ads, Media, Communications

Employment:
• ML/SW Engineer, NAVER (2017 ~ Present)
• Co-Founder & SW Engineer, Divtag (2014-2016)

Education:
• BS in CSE, Sejong University (SJU) (2014-2018)
• NLP (company supported graduate program), KAIST (2020)

Publications:

Intent-based Product Collections for E-commerce using Pretrained Language Models
Hiun Kim, Jisu Jeong, Kyung-Min Kim, Dongjun Lee, Hyun Dong Lee, Dongpil Seo, Jeeseung Han, Dong Wook Park, Ji Ae Heo, Rak Yeong Kim
IEEE International Conference on Data Mining (ICDM) Workshop, 2021
Link: [PDF]

What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo et al.
Empirical Methods in Natural Language Processing (EMNLP), 2021
Link: [PDF]

Global-Local Item Embedding for Temporal Set Prediction
Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak
ACM Recommender Systems (RecSys), Late-Breaking Results, 2021
Link: [PDF] [ACM WEB]

IoT-TaaS: Towards a Prospective IoT Testing Framework
Hiun Kim, Abbas Ahmad, Jaeyoung Hwang, Hamza Baqa, Franck Le Gall, Miguel Angel Reina Ortega, JaeSeung Song
IEEE Access 2018 (Vol. 6, 15480-15493) [IF: 4.098], 2018
Link: [IEEE WEB]

Object-orientation for Behavior Modeling and Composition
Hiun Kim
Korea Conference on Software Engineering (KCSE), 2017
Link: [PDF]

Patents:

Method and System for Generating Product Groups based on User's Intent of Search Queries
Jiae Heo, Dongjun Lee, Hiun Kim, Jooho Lee, Hyunah Kim, Dongpil Seo, Hyundong Lee, Jisu Jeong
KR Patent 10-2648300 (2024), JP Patent App 2022-188759 (2022)
Link: [WEB]

Method and System for Providing Special Sales Events based on User's Intent of Search Queries
Jiae Heo, Dongjun Lee, Hiun Kim, Jooho Lee, Hyunah Kim, Dongpil Seo, Hyundong Lee, Jisu Jeong
KR Patent 10-2615815 (2023), JP Patent 7417877 (2024)
Link: [WEB]

Method, Computer Device, and Computer Program to Recommend Products to Buy Together
Hiun Kim, Rakyeong Kim, Jisu Jeong
KR Patent App. 10-2022-0105755 (2022)
Link: [WEB]

Presentations:

Intent-based Product Collections for E-commerce using Pretrained Language Models
IEEE International Workshop on Data Mining for Service (DMS2021), Dec. 7, 2021
Link: [WEB]

The product advertisement copy I see were actually written by AI?
[네이버 어벤저스] 내가 보는 상품 홍보문구, 실은 AI가 썼다고?
Digital Daily (KR), Aug. 30, 2021
Link: [WEB] [NAVER NEWS]

Design and Implementation of AI Serving Platform
밑바닥부터 만드는 인공지능 서빙 플랫폼
DEVIEW 2020 (KR), Nov. 25, 2020
Link: [PDF] [VIDEO]

Object-orientation for Behavior Modeling and Composition
2017 Korea Conference on Software Engineering, Feb. 9, 2017
Link: [PDF]

R : Location-based Community Service
Dec. 19, 2015
Link: [PDF]

JavaScript Web Applications
Divtag Developer Meetup, Nov. 10, 2015
Link: [PDF] [WEB]

Introduction to Software Engineering
July 10, 2015
Link: [PDF]

JavaScript Promise : Practical Example
Divtag Developer Meetup, Oct. 8, 2014
Link: [PDF] [WEB]