Dongseok Kim

26 papers Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Gaming and Cooperation in Federated Learning: What Can Happen and How to Monitor It.
Trans. Mach. Learn. Res.
Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool, Gisung Oh
2025 J jnl
CLAPS: Posterior-Aware Conformal Intervals via Last-Layer Laplace.
CoRR
Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool, Gisung Oh
2025 J jnl
Convergence and Generalization of Anti-Regularization for Parametric Models.
CoRR
Dongseok Kim, Wonjun Jeong, Gisung Oh
2025 J jnl
Expanding Foundational Language Capabilities in Open-Source LLMs through a Korean Case Study.
CoRR
Junghwan Lim, Gangwon Jo, Sungmin Lee, Jiyoung Park, Dongseok Kim, Jihwan Kim, Junhyeok Lee, Wai Ting Cheung, Dahye Choi, Kibong Choi, Jaeyeon Huh, Beomgyu Kim, Jangwoong Kim, Taehyun Kim, Haesol Lee, Jeesoo Lee, Dongpin Oh, Changseok Song, Daewon Suh
2025 J jnl
FACTORS: Factorial Approximation for Complementary Two-factor Optimization with Risk-aware Scoring.
CoRR
Dongseok Kim, Wonjun Jeong, Gisung Oh
2025 J jnl
Gaming and Cooperation in Federated Learning: What Can Happen and How to Monitor It.
CoRR
Dongseok Kim, Wonjun Jeong, Gisung Oh
2025 J jnl
Grouped Differential Attention.
CoRR
Junghwan Lim, Sungmin Lee, Dongseok Kim, Wai Ting Cheung, Beomgyu Kim, Taehwan Kim, Haesol Lee, Junhyeok Lee, Dongpin Oh, Eunhwan Park
2025 J jnl
Motif 2 12.7B technical report.
CoRR
Junghwan Lim, Sungmin Lee, Dongseok Kim, Tae-Hyun Kim, Eunhwan Park, Jeesoo Lee, Jeongdoo Lee, Junhyeok Lee, Wai Ting Cheung, Dahye Choi, Jaeheui Her, Jaeyeon Huh, Hanbin Jung, Changjin Kang, Beomgyu Kim, Minjae Kim, Taewhan Kim, Youngrok Kim, Hyukjin Kweon, Haesol Lee, Kungyu Lee, Dongpin Oh, Yeongjae Park, Bokki Ryu, Dongjoo Weon
2025 J jnl
Motif 2.6B Technical Report.
CoRR
Junghwan Lim, Sungmin Lee, Dongseok Kim, Eunhwan Park, Hyunbyung Park, Junhyeok Lee, Wai Ting Cheung, Dahye Choi, Jaeheui Her, Jaeyeon Huh, Hanbin Jung, Changjin Kang, Beomgyu Kim, Jihwan Kim, Minjae Kim, Taehwan Kim, Youngrok Kim, Haesol Lee, Jeesoo Lee, Kungyu Lee, Dongpin Oh, Yeongjae Park, Bokki Ryu, Daewon Suh, Dongjoo Weon
2025 J jnl
Motif-2-12.7B-Reasoning: A Practitioner's Guide to RL Training Recipes.
CoRR
Junghwan Lim, Sungmin Lee, Dongseok Kim, Taehyun Kim, Eunhwan Park, Jeesoo Lee, Jeongdoo Lee, Junhyeok Lee, Wai Ting Cheung, Dahye Choi, Minsu Ha, Jaeheui Her, Jaeyeon Huh, Hanbin Jung, Changjin Kang, Beomgyu Kim, Minjae Kim, Taewhan Kim, Youngrok Kim, Hyukjin Kweon, Haesol Lee, Kungyu Lee, Dongpin Oh, Yeongjae Park, Bokki Ryu, Dongjoo Weon
2025 J jnl
SCOPE: Stochastic and Counterbiased Option Placement for Evaluating Large Language Models.
CoRR
Wonjun Jeong, Dongseok Kim, Taeg Keun Whangbo
2025 J jnl
Theoretical Foundations of Prompt Engineering: From Heuristics to Expressivity.
CoRR
Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool, Gisung Oh
2025 J jnl
ϕ-test: Global Feature Selection and Inference for Shapley Additive Explanations.
CoRR
Dongseok Kim, Hyoungsun Choi, Mohamed Jismy Aashik Rasool, Gisung Oh
2024 — conf
Exploring Biological Features of Electroencephalography Signals for Explanation-Guided Learning.
ICEIC
Hyosung Joo, Dongseok Kim, Le Thi Trang, Luong Do Anh Quan, Jihwan Woo
2023 J jnl
Group-Level Interpretation of Electroencephalography Signals Using Compact Convolutional Neural Networks.
IEEE Access
Hyosung Joo, Luong Do Anh Quan, Le Thi Trang, Dongseok Kim, Jihwan Woo
2016 J jnl
A game theoretic model for dynamic configuration of large-scale intrusion detection signatures.
Multim. Tools Appl.
Xaiver Jerald Punithan, Jong-Deok Kim, Dongseok Kim, Yoon-Ho Choi
2015 — conf
User Situation-Aware Mobile Communication Method.
HCI (28)
Jungkih Hong, Scott Song, Dongseok Kim, Minseok Kim
2014 J jnl
Dynamics of a Predator-Prey System with Mixed Functional Responses.
J. Appl. Math.
Hunki Baek, Dongseok Kim
2011 J jnl
On the existence problem of the total domination vertex critical graphs.
Discret. Appl. Math.
Moo Young Sohn, Dongseok Kim, Young Soo Kwon, Jaeun Lee
2008 J jnl
The chromatic numbers of double coverings of a graph.
Discret. Math.
Dongseok Kim, Jaeun Lee
2007 J jnl
On stable embeddability of partitions.
Eur. J. Comb.
Dongseok Kim, Jaeun Lee
2005 J jnl
nformation extraction with automatic knowledge expansion.
Inf. Process. Manag.
Hanmin Jung, Eunji Yi, Dongseok Kim, Gary Geunbae Lee
2003 J jnl
Unsupervised learning of mDTD extraction patterns for Web text mining.
Inf. Process. Manag.
Dongseok Kim, Hanmin Jung, Gary Geunbae Lee
2002 J jnl
Integrated multi-strategic Web document pre-processing for sentence and word boundary detection.
Inf. Process. Manag.
Junhyeok Shim, Dongseok Kim, Jeongwon Cha, Gary Geunbae Lee, Jungyun Seo
2002 J jnl
Learning mDTD Extraction Patterns for Semi-structured Web Information Extraction.
Int. J. Comput. Process. Orient. Lang.
Dongseok Kim, Jeongwon Cha, Gary Geunbae Lee
2001 — conf
SiteQ: Engineering High Performance QA System Using Lexico-Semantic Pattern Matching and Shallow NLP.
TREC
Gary Geunbae Lee, Jungyun Seo, Seungwoo Lee, Hanmin Jung, Bong-Hyun Cho, Changki Lee, Byung-Kwan Kwak, Jeongwon Cha, Dongseok Kim, Joohui An, Harksoo Kim, Kyungsun Kim