Hiun Kim (๊นํฌ์ธ) ๐ archives
Software / Machine Learning Engineer, NAVER
[linkedin] [github] [google scholar]
โ๏ธ Essay:
๐ Projects:
โข Web Image Search / ML (22-Present)
โข E-Commerce Search&RecSys / ML (21-22)
โข Model Serving Platform / Backend (20-21)
โข Contact Center AI / Backend&ML (19-20)
โข User Feedback Platform / Backend&Frontend (17-19)
โข UNIST ECE / Systems (16)
โข Divtag / Backend&Frontend (14-16)
โข Partner / Backend (14)
โข SEJONG U / CSE (14-18)
๐ My interests:
โข I am interested in the process of producing and managing information.
โข Iโd like to know more about people who are in the process of getting something, and people who are in the circumstance of communicating something.
โข More specifically, I am interested in services, businesses, or technology to help users better connect and communicate with their wanted products and services.
โข Topics include search services, recommendation services, and advertising services.
๐ publications
"Method, Computer Device, and Computer Program to Recommend Products to Buy Together"
by Hiun Kim et al.
In KR Patent App. 10-2022-0105755, 2022
Link: [TBA]
"Intent-based Product Collections for E-commerce using Pretrained Language Models"
by Hiun Kim et al.
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 B. Kim et al.
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 S. Jung et al.
In Proceedings of the 15th ACM Conference on Recommender Systems (RecSys 2021 LBR Track), 2021
Link: [PDF] [ACM WEB]
"Method and System for Generating Product Groups based on User's Intent of Search Queries"
by J. Heo et al.
In KR Patent App. 10-2021-0074800, 2021
Link: [WEB]
"Method and System for Providing Special Sales Events based on User's Intent of Search Queries"
by J. Heo et al.
In KR Patent App. 10-2021-0072956, 2021
Link: [WEB]
"IoT-TaaS: Towards a Prospective IoT Testing Framework"
by Hiun Kim et al.
In IEEE Access, vol. 6, pp. 15480-15493, 2018
Link: [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]
โญ talks & misc.
"Intent-based Product Collections for E-commerce using Pretrained Language Models"
In 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?
[๋ค์ด๋ฒ ์ด๋ฒค์ ์ค] ๋ด๊ฐ ๋ณด๋ ์ํ ํ๋ณด๋ฌธ๊ตฌ, ์ค์ AI๊ฐ ์ผ๋ค๊ณ ?"
In Digital Daily (KR),
Aug. 30, 2021
Link: [WEB] [NAVER NEWS]
"Design and Implementation of AI Serving Platform
๋ฐ๋ฐ๋ฅ๋ถํฐ ๋ง๋๋ ์ธ๊ณต์ง๋ฅ ์๋น ํ๋ซํผ"
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]