Soonyoung Lee

42 papers A* 8C 1Journal 25Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection.
AAAI
Dongmin Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Seungdong Yoa, Soonyoung Lee, Woohyung Lim
2026 — conf
AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection.
EACL (Findings)
Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Seungdong Yoa, Dongmin Kim, Soonyoung Lee, Hankook Lee, Woohyung Lim
2026 J jnl
CADO: From Imitation to Cost Minimization for Heatmap-based Solvers in Combinatorial Optimization.
CoRR
HyungSeok Song, Deunsol Yoon, Kanghoon Lee, Han-Seul Jeong, Soonyoung Lee, Woohyung Lim
2026 J jnl
Cross-RAG: Zero-Shot Retrieval-Augmented Time Series Forecasting via Cross-Attention.
CoRR
Seunghan Lee, Jaehoon Lee, Jun Seo, Sungdong Yoo, Minjae Kim, Taeyoon Lim, Dongwan Kang, Hwanil Choi, Soonyoung Lee, Wonbin Ahn
2026 J jnl
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing.
CoRR
Jaehoon Lee, Suhwan Park, Taeyoon Lim, Seunghan Lee, Jun Seo, Dongwan Kang, Hwanil Choi, Minjae Kim, Sungdong Yoo, Soonyoung Lee, Yongjae Lee, Wonbin Ahn
2026 A* conf
OrcheCause Agent: From Textual Knowledge to End-to-End Causal Inference.
AAAI
Jinseok Yang, Jung-Hee Kim, Juhyun Lyu, Soonyoung Lee, Woohyung Lim
2026 A* conf
RAPID: A Rapid Prototyping Platform for Industrial Automation.
AAAI
Sunghoon Hong, Junseok Park, Whiyoung Jung, Deunsol Yoon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee
2026 A* conf
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation.
AAAI
Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Jeonghye Kim, Yongjae Shin, Suhyun Jung, Hyundam Yoo, Youngjin Kim, Chanwoo Moon, Woohyung Lim, Soonyoung Lee, Kanghoon Lee
2026 J jnl
Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion.
CoRR
Seunghan Lee, Jun Seo, Jaehoon Lee, Sungdong Yoo, Minjae Kim, Taeyoon Lim, Dongwan Kang, Hwanil Choi, Soonyoung Lee, Wonbin Ahn
2025 J jnl
AURA-Depth: Attention-Based Uncertainty Reduction and Feature Aggregation Depth Network.
IEEE Access
Youngtak Na, Sungho Woo, Soonyoung Lee, Byung Jun Kang
2025 J jnl
Adaptive Information Routing for Multimodal Time Series Forecasting.
CoRR
Jun Seo, Hyeokjun Choe, Seohui Bae, Soyeon Park, Wonbin Ahn, Taeyoon Lim, Junhyeok Kang, Sangjun Han, Jaehoon Lee, Dongwan Kang, Minjae Kim, Sungdong Yoo, Soonyoung Lee
2025 J jnl
ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images.
CoRR
Sangwook Kim, Soonyoung Lee, Jongseong Jang
2025 J jnl
EXAONE Path 2.0: Pathology Foundation Model with End-to-End Supervision.
CoRR
Myungjang Pyeon, Janghyeon Lee, Minsoo Lee, Juseung Yun, Hwanil Choi, Jonghyun Kim, Jiwon Kim, Yi Hu, Jongseong Jang, Soonyoung Lee
2025 J jnl
EXAONE Path 2.5: Pathology Foundation Model with Multi-Omics Alignment.
CoRR
Juseung Yun, Sunwoo Yu, Sumin Ha, Jonghyun Kim, Janghyeon Lee, Jongseong Jang, Soonyoung Lee
2025 A* conf
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations.
CVPR
Kyungho Bae, Jinhyung Kim, Sihaeng Lee, Soonyoung Lee, Gunhee Lee, Jinwoo Choi
2025 J jnl
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations.
CoRR
Kyungho Bae, Jinhyung Kim, Sihaeng Lee, Soonyoung Lee, Gunhee Lee, Jinwoo Choi
2025 J jnl
MolMole: Molecule Mining from Scientific Literature.
CoRR
LG AI Research, Sehyun Chun, Jiye Kim, Ahra Jo, Yeonsik Jo, Seungyul Oh, Seungjun Lee, Kwangrok Ryoo, Jongmin Lee, Seung Hwan Kim, Byung Jun Kang, Soonyoung Lee, Jun Ha Park, Chanwoo Moon, Jiwon Ham, Haein Lee, Heejae Han, Jaeseung Byun, Soojong Do, Minju Ha, Dongyun Kim, Kyunghoon Bae, Woohyung Lim, Edward Hwayoung Lee, Yongmin Park, Jeongsang Yu, Gerrard Jeongwon Jo, Yeonjung Hong, Kyungjae Yoo, Sehui Han, Jaewan Lee, Changyoung Park, Kijeong Jeon, Sihyuk Yi
2025 A* conf
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams.
CVPR
Chris Dongjoo Kim, Jihwan Moon, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim, Sangho Lee, Christopher Clark
2025 J jnl
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams.
CoRR
Chris Dongjoo Kim, Jihwan Moon, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim, Sangho Lee, Christopher Clark
2025 J jnl
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection.
CoRR
Sanghyu Yoon, Dongmin Kim, Suhee Yoon, Ye Seul Sim, Seungdong Yoa, Hye-Seung Cho, Soonyoung Lee, Hankook Lee, Woohyung Lim
2025 J jnl
Robust Multi-Omics Integration from Incomplete Modalities Significantly Improves Prediction of Alzheimer's Disease.
CoRR
Sungjoon Park, Kyungwook Lee, Soorin Yim, Doyeong Hwang, Dongyun Kim, Soonyoung Lee, Amy Dunn, Daniel Gatti, Elissa Chesler, Kristen O'Connell, Kiyoung Kim
2025 J jnl
Single-stage table structure recognition approach via efficient sequence modeling.
Pattern Recognit. Lett.
Eunji Lee, Yeonsik Jo, Soonyoung Lee, Seung Hwan Kim, Nam Ik Cho
2025 J jnl
Soccer-CLIP: Vision Language Model for Soccer Action Spotting.
IEEE Access
Yoonho Shin, Sanghoon Park, Youngsub Han, Byoung-Ki Jeon, Soonyoung Lee, Byung Jun Kang
2024 — conf
Bi-directional Contextual Attention for 3D Dense Captioning.
ECCV (18)
Minjung Kim, Hyung Suk Lim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim
2024 J jnl
Bi-directional Contextual Attention for 3D Dense Captioning.
CoRR
Minjung Kim, Hyung Suk Lim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim
2024 J jnl
EXAONEPath 1.0 Patch-level Foundation Model for Pathology.
CoRR
Juseung Yun, Yi Hu, Jinhyung Kim, Jongseong Jang, Soonyoung Lee
2024 J jnl
Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition.
CoRR
Youngtaek Oh, Pyunghwan Ahn, Jinhyung Kim, Gwangmo Song, Soonyoung Lee, In So Kweon, Junmo Kim
2024 — conf
See It All: Contextualized Late Aggregation for 3D Dense Captioning.
ACL (Findings)
Minjung Kim, Hyung Lim, Seung Hwan Kim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim
2024 J jnl
See It All: Contextualized Late Aggregation for 3D Dense Captioning.
CoRR
Minjung Kim, Hyung Suk Lim, Seung Hwan Kim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim
2023 J jnl
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection.
CoRR
Kwangrok Ryoo, Yeonsik Jo, Seungjun Lee, Mira Kim, Ahra Jo, Seung Hwan Kim, Seungryong Kim, Soonyoung Lee
2022 A* conf
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition.
NeurIPS
Rodrigo Hormazabal, Changyoung Park, Soonyoung Lee, Sehui Han, Yeonsik Jo, Jaewan Lee, Ahra Jo, Seung Hwan Kim, Jaegul Choo, Moontae Lee, Honglak Lee
2022 A* conf
L-Verse: Bidirectional Generation Between Image and Text.
CVPR
Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae
2021 J jnl
FadeNet: Deep Learning-Based mm-Wave Large-Scale Channel Fading Prediction and its Applications.
IEEE Access
Vishnu V. Ratnam, Hao Chen, Sameer Pawar, Bingwen Zhang, Charlie Jianzhong Zhang, Young-Jin Kim, Soonyoung Lee, Minsung Cho, Sung-Rok Yoon
2021 J jnl
L-Verse: Bidirectional Generation Between Image and Text.
CoRR
Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae
2019 — conf
SEIFF: Soft Error Immune Flip-Flop for Mitigating Single Event Upset and Single Event Transient in 10 nm FinFET.
IRPS
Taiki Uemura, Soonyoung Lee, Dahye Min, Ihlhwa Moon, Seungbae Lee, Sangwoo Pae
2018 — conf
Investigation of alpha-induced single event transient (SET) in 10 nm FinFET logic circuit.
IRPS
Taiki Uemura, Soonyoung Lee, Dahye Min, Ihlhwa Moon, Jungman Lim, Seungbae Lee, Hyun-Chul Sagong, Sangwoo Pae
2017 J jnl
An alternative approach to measure alpha-particle-induced SEU cross-section for flip-chip packaged SRAM devices: High energy alpha backside irradiation.
Microelectron. Reliab.
Saqib A. Khan, Chul Seung Lim, GeunYong Bak, Sanghyeon Baeg, Soonyoung Lee
2015 — conf
Logic soft error study with 800-MHz DDR3 SDRAMs in 3x nm using proton and neutron beams.
IRPS
GeunYong Bak, Soonyoung Lee, Hosung Lee, Kyungbae Park, Sanghyeon Baeg, Shi-Jie Wen, Richard Wong, Charlie Slayman
2015 — conf
Radiation-induced soft error rate analyses for 14 nm FinFET SRAM devices.
IRPS
Soonyoung Lee, Ilgon Kim, Sungmock Ha, Cheong-sik Yu, Jinhyun Noh, Sangwoo Pae, Jongwoo Park
2014 J jnl
An Efficient Multiple Cell Upsets Tolerant Content-Addressable Memory.
IEEE Trans. Computers
Syed Mohsin Abbas, Soonyoung Lee, Sanghyeon Baeg, Sungju Park
2012 — conf
Soft Error Issues with Scaling Technologies.
Asian Test Symposium
Sanghyeon Baeg, Jongsun Bae, Soonyoung Lee, Chul Seung Lim, Sang Hoon Jeon, Hyeonwoo Nam
2008 C conf
New smith predictor control using disturbance observer for steam superheater and steam pressure of the boiler.
ICARCV
Soonyoung Lee, Yonghwan Shin, Eunsung Jang, Hwi-Beom Shin