Junyoung Kim (김준영)

Biography

I am an graduate student at Department of Artificial Intelligence, Sungkyunkwan University (SKKU), Korea. 

I reveiced my B.S. degree in computer education from Sungkyunkwan University (SKKU), Korea in 2023.

Favorite quote
"必死則生 幸生則死 " 

Publications

• Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences [link] [code]
  Heejin Kook*, Junyoung Kim*, Seongmin Park, Jongwuk Lee (* : equal contribution)
  2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)
  Albuquerque, New Mexico, USA, April 29-May 4, 2025 (To appear)

• MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation [link] [code] [poster]
  Hyunsoo Kim*, Junyoung Kim*, Minjin Choi, Sunkyung Lee, Jongwuk Lee (* : equal contribution)
  The 33rd ACM International Conference on Information and Knowledge Management (CIKM, short paper)
  Boise, Idaho, USA, October 21-25, 2024 (Acceptance Rate: 27%, 141/527)

• 사전 학습된 언어 모델 기반 통합 추천 모델의 문제점 분석 및 개선 방안 제시[link]
  김현수*, 김준영*, 이종욱 (* : equal contribution)
  KIISE Transactions on Computing Practices, Vol. 30, No. 2, pp. 55-62, 2024. 2

• 사전 학습된 언어 모델 기반 통합 추천 모델의 문제점 분석 (우수발표논문상) [link]
  김준영*, 김현수*, 이종욱 (* : equal contribution)

한국정보과학회 학술발표논문집 Vol.2022 No.12 [2022]: 844-846,  Dec 2022 

• 세션 기반 추천의 반복 및 비반복 항목 예측에 대한 성능 비교 및 분석 [link]
  김혜영, 최민진, 김준영, 이종욱
  한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 121-123, Jun 2022

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