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! ]

Parameter-efficiently Leveraging Session Information in Deep Learning based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
IEEE Access, 2025.
[ paper ]

Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction
Hyunsoo Na, Minseok Gang, Youngrok Ko, Jinseok Seol, Sang-goo Lee
EMNLP Short, 2024.
[ paper ]

Proxy-based Item Representation for Attribute and Context-aware Recommendation
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
WSDM, 2024.
[ arXiv | code ]

Contrastive Learning for Unsupervised Image-to-Image Translation
Hanbit Lee, Jinseok Seol, Sang-goo Lee
Applied Soft Computing, 2024.
[ paper | arXiv ]

Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
SIGIR Short, 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
Lecture Notes in Electrical Engineering, 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 ]

Masked Contrastive Learning for Anomaly Detection
Hyunsoo Cho, Jinseok Seol, Sang-goo Lee
IJCAI, 2021.

Leveraging Class Hierarchy in Fashion Classification
Hyunsoo Cho, Chae Min Ahn, Kang Min Yoo, Jinseok Seol, Sang-goo Lee
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
EMNLP Workshop, 2017.
[ paper | arxiv ]