Hiun Kim (김희언) 📝 archives

Software / Machine Learning Engineer

[linkedin]   [github]   [google scholar]  

Interests: Intelligent Systems, Software Engineering, Machine Learning, Business Development

• CLOVA AiMD / ML (2021-Present)
• CLOVA Platform / Backend (2020-2021)
• CLOVA Contact Center AI / Backend&ML (2019-2020)
• NAVER Common Comment / Backend&Frontend (2017-2019)
• UNIST ECE / Systems (2016)
• Divtag / Backend&Frontend (2014-2016)
• Partner / Backend (2014)
• SEJONG U / CSE (2014-2018)

📚 publications

"Intent-based Product Collections for E-commerce using Pretrained Language Models"
by 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.
In Proceedings of the 2021 International Conference on Data Mining Workshops (ICDMW), 2021
Link: [PDF]

"What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers"
by Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung.
In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 2021
Link: [PDF]

"Global-Local Item Embedding for Temporal Set Prediction"
by Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak.
In Proceedings of the 15th ACM Conference on Recommender Systems (RecSys 2021 LBR Track), 2021
Link: [PDF] [ACM WEB]

"IoT-TaaS: Towards a Prospective IoT Testing Framework"
by Hiun Kim, Abbas Ahmad, Jaeyoung Hwang, Hamza Baqa, Franck Le Gall, Miguel Angel Reina Ortega, JaeSeung Song.
In IEEE Access, vol. 6, pp. 15480-15493, 2018
Link: [PDF] [IEEE WEB]

"Object-orientation for Behavior Modeling and Composition"
by Hiun Kim.
In Proceedings of the 19th Korea Conference on Software Engineering (KCSE 2017), 2017
Link: [PDF]

"Refining Higher-Order Functions and Aspects"
by Hiun Kim.
In Technical Report, 2018
Link: [PDF]

🌏 talks & etc.

"The product advertisement copy I see were actually written by AI?
[네이버 어벤저스] 내가 보는 상품 홍보문구, 실은 AI가 썼다고?"

In Digital Daily (KR), Aug. 30, 2021

"Design and Implementation of AI Serving Platform
밑바닥부터 만드는 인공지능 서빙 플랫폼"

In DEVIEW 2020 (KR), Nov. 25, 2020
Link: [PDF] [VIDEO]

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

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

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

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

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