Publications

EACL Findings 2026

Task-aware Block Pruning with Output Distribution Signals for Large Language Models

Song-ha Jo, Youngrok Ko, Sang-goo Lee, Jinseok Seol

ICDM short 2025

On the Relationship between Populated Regions and Adversarial Robustness in Deep Neural Networks

Seongjin Park, Haedong Jeong, Tair Djanibekov, Giyoung Jeon, Jinseok Seol, and Jaesik Choi

IEEE Access 2025 link code

Context-aware Negative Sampling for Sequential Recommendation

Jinseok Seol, Jaesik Choi

IEEE Access 2025 link code

Parameter-efficiently Leveraging Session Information in Deep Learning based Session-aware Sequential Recommendation

Jinseok Seol, Youngrok Ko, Sang-goo Lee

EMNLP Findings Short 2024 link

Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction

Hyunsoo Na, Minseok Gang, Youngrok Ko, Jinseok Seol, Sang-goo Lee

WSDM 2024 link code

Proxy-based Item Representation for Attribute and Context-aware Recommendation

Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park

ASC 2024 link

Contrastive Learning for Unsupervised Image-to-image Translation

Hanbit Lee, Jinseok Seol, Sang-goo Lee, Jaehui Park, Junho Shim

LNEE 2023 link

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

SIGIR Short 2022 link code

Exploiting Session Information in BERT-based Session-aware Sequential Recommendation

Jinseok Seol, Youngrok Ko, Sang-goo Lee

JKSCT 2022 link

딥러닝을 통한 하이엔드 패션 브랜드 감성 학습

장세윤, 김하연, 이유리, 설진석, 김성재, 이상구

arXiv 2021 link

False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation

Seongjae Kim, Jinseok Seol, Holim Lim, Sang-goo Lee

IJCAI 2021 link

Masked Contrastive Learning for Anomaly Detection

Hyunsoo Cho, Jinseok Seol, Sang-goo Lee

ICCV Workshop 2019 link

Leveraging Class Hierarchy in Fashion Classification

Hyunsoo Cho, Chaemin Ahn, Kang Min Yoo, Jinseok Seol, Sang-goo Lee

arXiv 2017 link

Style2vec: Representation Learning for Fashion Items from Style Sets

Hanbit Lee, Jinseok Seol, Sang-goo Lee

EMNLP Workshop 2017 link

A Syllable-based Technique for Word Embeddings of Korean Words

Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee

KCC 2016 link code

lexrankr: LexRank 기반 한국어 다중 문서 요약

설진석, 이상구

HCLT 2016 link

한국어에 적합한 단어 임베딩 모델 및 파라미터 튜닝에 관한 연구

최상혁, 설진석, 이상구

KCC 2016 link code

3D 환경 내 빛의 굴절과 반사 구현에 관하여

강신동, 설진석, 홍철주