theeluwin

theeluwin

Jinseok Seol
a.k.a Jamie, Ph.D
theeluwin [at] gmail.com

I am proud to be a feminist, bisexual, and atheist.

[ visit my blog! ]


Educations & Careers

Korea Advanced Institute of Science & Technology
  • Postdoctoral Researcher (2024.09 - current)
Seoul National University
  • Ph.D in Computer Science and Engineering (2017.03 - 2024.08)
Yonsei University
  • B.S. in Mathematics & Computer Science (2010.03 - 2017.02)
TA Experiences
  • Digital Computer Concept and Practice (2017 Spring)
  • Introduction to Databases (2017 Fall)
  • IT Entrepreneurship (2020 Fall)
  • Recommender Systems (2024 Spring)
Work Experiences
  • IntelliSys Corp. (2018.09 - 2020.09)
  • Stylewiki Corp. (2014.09 - 2015.12)
Scholarships
  • SW Maestro (2011.07 - 2012.07)
  • KFAS Scholarship (Mathematics, 2012.02 - 2015.02)

Selected Publications

Proxy-based Item Representation for Attribute and Context-aware Recommendation
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
International Conference on Web Search and Data Mining (WSDM), 2024.
[ arXiv | code ]

Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
International Conference on Research and Development in Information Retrieval (SIGIR), Short Paper, 2022.
[ paper | arXiv | code ]

Technologies for AI-Driven Fashion Social Networking Service with E-Commerce
Jinseok Seol, Seongjae Kim, Sungchan Park, Holim Lim, Hyunsoo Na, Eunyoung Park, Dohee Jung, Soyoung Park, Kangwoo Lee, Sang-goo Lee
International Semantic Intelligence Conference (ISIC), The Applications and Deployment Track, 2022.
[ arXiv ]

False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation
Seongjae Kim, Jinseok Seol, Holim Lim, Sang-goo Lee
arXiv preprint, 2021.
[ arXiv ]

Contrastive Learning for Unsupervised Image-to-Image Translation
Hanbit Lee, Jinseok Seol, Sang-goo Lee
arXiv preprint, 2021.
[ arXiv ]

Masked Contrastive Learning for Anomaly Detection
Hyunsoo Cho, Jinseok Seol, Sang-goo Lee
International Joint Conferences on Artificial Intelligence Organization (IJCAI), 2021.

Leveraging Class Hierarchy in Fashion Classification
Hyunsoo Cho, Chae Min Ahn, Kang Min Yoo, Jinseok Seol, Sang-goo Lee
Proceedings of the 2nd Workshop on Computer Vision for Fashion, Art and Design, ICCV Workshop, 2019.
[ paper ]

Style2Vec: Representation Learning for Fashion Items from Style Sets
Hanbit Lee, Jinseok Seol, Sang-goo Lee
arXiv preprint, 2017.
[ arXiv ]

A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee
Proceedings of the 1st Workshop on Subword and Character Level Models in NLP (SCLeM), EMNLP Workshop, 2017.
[ paper | arxiv ]


Blog Articles


Misc.

YouTube
  • 개발자를 위한 기초 선형대수 [ 1편 | 2편 | 3편 | 4편 ]
  • 왜 크로스-엔트로피를 쓸까? [ link ]
Seminars
  • The marginal value of adaptive gradient methods in machine learning [ link ]
  • Understanding deep learning requires rethinking generalization [ link ]
  • TDD와 Flipped Classroom을 활용한 파이썬 교육 (PyConKR 2020) [ link ]

TMI

Here's a list for the best games of my life (emojis stand for 100% completion):
  • 1996 - Super Mario 64 ⭐
  • 1998 - Legend of Zelda: Ocarina of Time 🕷️
  • 2000 - Legend of Zelda: Majora's Mask 👩‍❤️‍👨
  • 2001 - Final Fantasy X 🏆
  • 2002 - Kingdom Hearts 🏆
  • 2005 - Kingdom Hearts II 🏆
  • 2006 - Legend of Zelda: Twilight Princess 🦋
  • 2009 - Final Fantasy XIII 🏆
  • 2010 - Kingdom Hearts: Birth by Sleep 🏆
  • 2011 - Legend of Zelda: Skyward Sword
  • 2013 - Drakengard 3 🏆
  • 2015 - Undertale 💖
  • 2015 - Bloodborne 🏆
  • 2016 - Final Fantasy XV
  • 2016 - Dark Souls 3 🏆
  • 2017 - Nier: Automata 🏆
  • 2017 - Hollow Knight 🖤
  • 2017 - Super Mario Odyssey 🎩
  • 2018 - Legend of Zelda: Breath of the Wild 🌱
  • 2018 - Celeste 🌙🍓 wow
  • 2019 - Fire Emblem: Three Houses 💬
  • 2020 - Hyrule Warriors: Age of Calamity ⭐
  • 2020 - Hades 🩸
  • 2022 - Little Witch Nobeta 🏆
  • 2022 - Elden Ring 🏆
  • 2023 - Legend of Zelda: Tears of the Kingdom
  • 2023 - Lies of P 🏆
  • 2023 - Wo Long: Fallen Dynasty 🏆
  • 2024 - Legend of Zelda: Echoes of Wisdom 💎

© theeluwin 2024