Seonkyu Lim

12 papers A 2B 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Financial Data Generation Utilizing Graph Information from Transaction Networks.
BigComp
Kim Kwanggeun, Seonkyu Lim, Seungho Choi, Suk-Ju Kang
2025 J jnl
Forecasting topic trends of blockchain utilizing topic modeling and deep learning-based time-series prediction on different document types.
J. Informetrics
Yejin Park, Seonkyu Lim, Changdai Gu, Arida Ferti Syafiandini, Min Song
2025 — conf
FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account Features.
BigComp
Seonkyu Lim, Jeongwhan Choi, Jaehoon Lee, Noseong Park
2025 B conf
FraudCenGCL: Role-Aware Graph Contrastive Learning for Low-Homophily Fraud Detection.
IEEE Big Data
Seonkyu Lim, Jeongwhan Choi, Jaehoon Lee
2025 J jnl
KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding.
CoRR
Bokwang Hwang, Seonkyu Lim, Taewoong Kim, Yongjae Geun, Sunghyun Bang, Sohyun Park, Jihyun Park, Myeonggyu Lee, Jinwoo Lee, Yerin Kim, Jinsun Yoo, Jingyeong Hong, Jina Park, Yongchan Kim, Suhyun Kim, Younggyun Hahm, Yiseul Lee, Yejee Kang, Chanhyuk Yoon, Chansu Lee, Heeyewon Jeong, Jiyeon Lee, Seonhye Gu, Hyebin Kang, Yousang Cho, Hangyeol Yoo, Kyungtae Lim
2024 A conf
Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP.
CIKM
Seonkyu Lim, Jeongwhan Choi, Noseong Park, Sang-Ha Yoon, ShinHyuck Kang, Young-Min Kim, Hyunjoong Kang
2024 J jnl
Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP.
CoRR
Seonkyu Lim, Jeongwhan Choi, Noseong Park, Sang-Ha Yoon, ShinHyuck Kang, Young-Min Kim, Hyunjoong Kang
2023 — conf
Forecasting Future Topic Trends in the Blockchain Domain: Using Graph Convolutional Network.
EEKE/AII@JCDL
Yejin Park, Seonkyu Lim, Changdai Gu, Min Song
2023 B conf
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations.
IEEE Big Data
Seonkyu Lim, Jaehyeon Park, Seojin Kim, Hyowon Wi, Haksoo Lim, Jinsung Jeon, Jeongwhan Choi, Noseong Park
2023 J jnl
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations.
CoRR
Seonkyu Lim, Jaehyeon Park, Seojin Kim, Hyowon Wi, Haksoo Lim, Jinsung Jeon, Jeongwhan Choi, Noseong Park
2023 A conf
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models.
CIKM
Haksoo Lim, Sewon Park, Minjung Kim, Jaehoon Lee, Seonkyu Lim, Noseong Park
2023 J jnl
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models.
CoRR
Haksoo Lim, Sewon Park, Minjung Kim, Jaehoon Lee, Seonkyu Lim, Noseong Park