About

Dongmin Hyun is a research scientist at Yahoo Research (Mountain View, California). He was a postdoctoral researcher in the Institute of Artificial Intelligence at POSTECH, South Korea, working with Prof. Hwanjo Yu. His research interest lies in recommender systems and natural language processing (NLP). He has studied users’ explicit and implicit feedback to build recommender systems, and text classification and generation to devise NLP applications.

Research Interest

• Recommender system, Information retrieval
• Natural language generation, Text classification
• Ranking model, Representation learning

News

• (Sep, 2023) A paper got accepted at NeurIPS 2023.
• (Sep, 2023) I joined Yahoo Research as a researcher scientist.
• (Aug, 2023) A paper got accepted at CIKM 2023.
• (May, 2023) A paper got accepted at Bioinformatics, ICML workshop 2023.
• (Apr, 2023) A paper got accepted at ICML 2023.
• (Apr, 2023) A paper got accepted at SIGIR 2023.
• (Mar, 2023) A paper got accepted at ICLR 2023 workshop.
• (Nov, 2022) Two papers got accepted at AAAI 2023.
• (Oct, 2022) A paper got accepted at EMNLP 2022.
• (Aug, 2022) Two papers got accepted at CIKM 2022.
• (Apr, 2022) A paper got accepted at SIGIR 2022.
• (Mar, 2022) I joined DILAB as a postdoctoral researcher.
• (Feb, 2022) I depended Ph.D. thesis.
• …

Experience

• Yahoo Research
  • Research Scientist (9/2023 - current)
  • Manager: Rao Shen.
  • Focus: AI models for Yahoo News
• POSTECH
  • Postdoctoral researcher in DILAB (3/2022 - 8/2023)
  • Mentor: Hwanjo Yu.
  • Focus: Recommender system and Natural language generation
• Microsoft Research Asia
  • Research intern in Social Computing Group (12/2020 - 6/2021)
  • Mentor: Xing Xie and Xiting Wang.
  • Focus: News headline generator for Microsoft News
• NAVER
  • Research collaborator in Shopping Group (8/2017 - 2/2018)
  • Mentor: Jung-Tae Lee.
  • Focus: Review-based recommendation and Sentiment analysis

Awards

• Award at Global Top Talent Fostering Program (2021)
• NAVER Ph.D. Fellowship (2020)

Academic Service

Program Committee

• SIGIR (2023)
• SIGIR-AP (2023)
• ACL (2023)
• EMNLP (2022, 2023)
• AAAI (2022)
• CSAE (2023)
• NCIT (2022)

Journal Reviwer

• Neurocomputing
• Scientific Reports
• Journal of Big Data
• Pattern Recognition
• Information Science
• Digital Signal Processing
• Knowledge-Based Systems
• Geo-spatial Information Science
• Advanced Engineering Informatics
• Engineering Applications of Artificial Intelligence (EAAI)
• International Journal of Data Science and Analytics (JDSA)
• ACM Transactions on Intelligent Systems and Technology (TIST)