Dongmin Kim

Researcher, LG AI Research

Joined

May 2022

Names

Dongmin Kim (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

****@lgresearch.ai (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

LG AI Research (lgresearch.ai)

2023 – Present

MS student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Jaegul Choo

2021 – 2023

Expertise

No areas of expertise listed

Publications

Tabular Anomaly Detection via Reconstruction with Attention-Based Bottleneck
Cheolseok Kang, Jaebin Lee, Suhee Yoon, Sanghyu Yoon, Dongmin Kim, Ye Seul Sim, Hankook Lee
- Submitted to ICLR 2026
- Readers: Everyone
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection
Sanghyu Yoon, Dongmin Kim, Suhee Yoon, Ye Seul Sim, Seungdong Yoa, Hye-Seung Cho, Soonyoung Lee, Hankook Lee, Woohyung Lim
- ICLR 2026 Poster
- Readers: Everyone
Attention-Guided Masking and Neighbor-Informed Reconstruction for Tabular Anomaly Detection
Hye-Seung Cho, Moonjung Eo, Kyungeun Lee, Min-Kook Suh, Seoyoon Kim, Sanghyu Yoon, Dongmin Kim, Woohyung Lim
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
Seungdong Yoa, Sanghyu Yoon, Suhee Yoon, Dongmin Kim, Ye Seul Sim, Junhyun Lee, Woohyung Lim
- ICLR 2026 Poster
- Readers: Everyone
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
Seungdong Yoa, Sanghyu Yoon, Suhee Yoon, Dongmin Kim, Ye Seul Sim, Junhyun Lee, Woohyung Lim
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Balancing MSE against Abrupt Changes for Time-Series Forecasting
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
Youngin Cho, Daejin Kim, Dongmin Kim, Mohammad Azam Khan, Jaegul Choo
- Published: 31 Oct 2022, Last Modified: 06 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Residual Correction in Real-Time Traffic Forecasting
Daejin Kim, Youngin Cho, Dongmin Kim, Cheonbok Park, Jaegul Choo
- 2022 (modified: 16 Apr 2023)
- CIKM 2022
- Readers: Everyone
Residual Correction in Real-Time Traffic Forecasting
Daejin Kim, Youngin Cho, Dongmin Kim, Cheonbok Park, Jaegul Choo
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 11 publications