Hiun Kim (김희언) 📝 archives

Software / Machine Learning Engineer, NAVER

[linkedin]   [github]   [google scholar]  

✏️ Essay:

🌎 Projects:
• Web Image Search / ML (22-Present)
• E-Commerce Search&RecSys / ML (21-22)
• Model Serving Platform / Backend (20-21)
• Contact Center AI / Backend&ML (19-20)
• User Feedback Platform / Backend&Frontend (17-19)
• UNIST ECE / Systems (16)
• Divtag / Backend&Frontend (14-16)
• Partner / Backend (14)
• SEJONG U / CSE (14-18)

😃 My interests:
• I am interested in the process of producing and managing information.
• I’d like to know more about people who are in the process of getting something, and people who are in the circumstance of communicating something.
• More specifically, I am interested in services, businesses, or technology to help users better connect and communicate with their wanted products and services.
• Topics include search services, recommendation services, and advertising services.

📚 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]

⭐ 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?
[네이버 어벤저스] 내가 보는 상품 홍보문구, 실은 AI가 썼다고?"
In Digital Daily (KR), Aug. 30, 2021
Link: [WEB] [NAVER NEWS]

"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]