Woohyung Lim

57 papers A* 12A 8C 1Misc 2Journal 29Unranked 5
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
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning.
CoRR
Seungdong Yoa, Sanghyu Yoon, Suhee Yoon, Dongmin Kim, Ye Seul Sim, Junhyun Lee, Woohyung Lim
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
2025 J jnl
ARC: Leveraging Compositional Representations for Cross-Problem Learning on VRPs.
CoRR
Han-Seul Jeong, Youngjoon Park, HyungSeok Song, Woohyung Lim
2025 A* conf
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning.
ICML
Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Kanghoon Lee, Woohyung Lim
2025 J jnl
Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents.
CoRR
Seohui Bae, Jeonghye Kim, Youngchul Sung, Woohyung Lim
2025 A* conf
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.
AAAI
Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Hankook Lee, Woohyung Lim
2025 C conf
Hierarchical Decomposition Framework for Steiner Tree Packing Problem.
ICORES
Hanbum Ko, Minu Kim, Han-Seul Jeong, Sunghoon Hong, Deunsol Yoon, Youngjoon Park, Woohyung Lim, Honglak Lee, Moontae Lee, Kanghoon Lee, Sungbin Lim, Sungryull Sohn
2025 A* conf
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition.
AAAI
Seungdong Yoa, Seungjun Lee, Hye-Seung Cho, Bumsoo Kim, Woohyung Lim
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 J jnl
MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains.
CoRR
Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Seoyoon Kim, Min-Kook Suh, Woohyung Lim
2025 J jnl
On Incorporating Prior Knowledge Extracted From Large Language Models Into Causal Discovery.
IEEE Access
Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Yoonseok Yeom, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
2025 A* conf
Online Pre-Training for Offline-to-Online Reinforcement Learning.
ICML
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geon-Hyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Online Pre-Training for Offline-to-Online Reinforcement Learning.
CoRR
Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geonhyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 A* conf
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
ICML
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 J jnl
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.
CoRR
Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoon Lee, Woohyung Lim
2025 — conf
Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark.
KDD (2)
Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Min-Kook Suh, Seoyoon Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
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 A* conf
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data.
AAAI
Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim
2025 A conf
THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics.
CIKM
Hoyoung Lee, Wonbin Ahn, Suhwan Park, Jaehoon Lee, Minjae Kim, Sungdong Yoo, Taeyoon Lim, Woohyung Lim, Yongjae Lee
2025 J jnl
THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics.
CoRR
Hoyoung Lee, Wonbin Ahn, Suhwan Park, Jaehoon Lee, Minjae Kim, Sungdong Yoo, Taeyoon Lim, Woohyung Lim, Yongjae Lee
2025 J jnl
Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening.
CoRR
Hyunseung Kim, Dae-Woong Jeong, Changyoung Park, Won-Ji Lee, Ha-Eun Lee, Ji-Hye Lee, Rodrigo Hormazabal, Sung Moon Ko, Sumin Lee, Soorin Yim, Chanhui Lee, Sehui Han, Sang-Ho Cha, Woohyung Lim
2024 A* conf
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.
ICML
Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024 J jnl
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.
CoRR
Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024 J jnl
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.
CoRR
Suhee Yoon, Sanghyu Yoon, Hankook Lee, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Woohyung Lim
2024 J jnl
EXAONE 3.0 7.8B Instruction Tuned Language Model.
CoRR
Soyoung An, Kyunghoon Bae, Eunbi Choi, Stanley Jungkyu Choi, Yemuk Choi, Seokhee Hong, Yeonjung Hong, Junwon Hwang, Hyojin Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Yountae Jung, Euisoon Kim, Hyosang Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Youchul Kim, Edward Hwayoung Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Moontae Lee, Seungjun Lee, Woohyung Lim, Sangha Park, Sooyoun Park, Yongmin Park, Boseong Seo, Sihoon Yang, Heuiyeen Yeen, Kyungjae Yoo, Hyeongu Yun
2024 J jnl
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases.
CoRR
LG AI Research, Soyoung An, Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Seokhee Hong, Junwon Hwang, Hyojin Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Yountae Jung, Hyosang Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Woohyung Lim, Sangha Park, Sooyoun Park, Yongmin Park, Sihoon Yang, Heuiyeen Yeen, Hyeongu Yun
2024 J jnl
Flexible Control in Symbolic Music Generation via Musical Metadata.
CoRR
Sangjun Han, Jiwon Ham, Chaeeun Lee, Heejin Kim, Soojong Do, Sihyuk Yi, Jun Seo, Seoyoon Kim, Yountae Jung, Woohyung Lim
2024 A* conf
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
ICLR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2024 J jnl
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition.
CoRR
Seungdong Yoa, Seungjun Lee, Hye-Seung Cho, Bumsoo Kim, Woohyung Lim
2024 A conf
Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning.
AAMAS
Sunghoon Hong, Deunsol Yoon, Whiyoung Jung, Jinsang Lee, Hyundam Yoo, Jiwon Ham, Suhyun Jung, Chanwoo Moon, Yeontae Jung, Kanghoon Lee, Woohyung Lim, Somin Jeon, Myounggu Lee, Sohui Hong, Jaesang Lee, Hangyoul Jang, Changhyun Kwak, Jeonghyeon Park, Changhoon Kang, Jungki Kim
2023 J jnl
Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?
CoRR
Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
2023 J jnl
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
CoRR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2023 J jnl
Gradient Surgery for One-shot Unlearning on Generative Model.
CoRR
Seohui Bae, Seoyoon Kim, Hyemin Jung, Woohyung Lim
2023 Misc conf
Multi-Resolution Sequence Aggregation and Model-Agnostic Framework for Time-Series Forecasting.
ICASSP
Juhyun Lyu, Jinseok Yang, Junghee Kim, Woohyung Lim, Wonbin Ahn, Dongwan Kang, Minjae Kim, Nam Soo Kim
2023 J jnl
Systematic Analysis of Music Representations from BERT.
CoRR
Sangjun Han, Hyeongrae Ihm, Woohyung Lim
2022 J jnl
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model.
CoRR
Sangjun Han, Hyeongrae Ihm, DaeHan Ahn, Woohyung Lim
2022 — conf
Symbolic Music Loop Generation with Neural Discrete Representations.
ISMIR
Sangjun Han, Hyeongrae Ihm, Moontae Lee, Woohyung Lim
2022 J jnl
Symbolic Music Loop Generation with Neural Discrete Representations.
CoRR
Sangjun Han, Hyeongrae Ihm, Moontae Lee, Woohyung Lim
2021 J jnl
Symbolic Music Loop Generation with VQ-VAE.
CoRR
Sangjun Han, Hyeongrae Ihm, Woohyung Lim
2019 A conf
AIX: A high performance and energy efficient inference accelerator on FPGA for a DNN-based commercial speech recognition.
DATE
Minwook Ahn, Seok Joong Hwang, Wonsub Kim, Seungrok Jung, Yeonbok Lee, Mookyoung Chung, Woohyung Lim, Young Joon Kim
2009 J jnl
Computationally Efficient Cepstral Domain Feature Compensation.
IEICE Trans. Inf. Syst.
Woohyung Lim, Chang Woo Han, Nam Soo Kim
2008 Misc conf
Cepstral domain feature compensation based on diagonal approximation.
ICASSP
Woohyung Lim, Chang Woo Han, Jong Won Shin, Nam Soo Kim
2007 J jnl
Feature Compensation Incorporating Modeling Error Statistics.
IEEE Signal Process. Lett.
Woohyung Lim, Nam Soo Kim
2007 — conf
Feature Compensation using More Accurate Statistics of Modeling Error.
ICASSP (4)
Woohyung Lim, Jong Kyu Kim, Nam Soo Kim
2007 A conf
Speech reinforcement based on partial specific loudness.
INTERSPEECH
Jong Won Shin, Woohyung Lim, June Sig Sung, Nam Soo Kim
2006 A conf
Clean speech feature estimation based on soft spectral masking.
INTERSPEECH
Young Joon Kim, Woohyung Lim, Nam Soo Kim
2006 A conf
Signal modification incorporating perceptual weighting filter.
INTERSPEECH
Joon-Hyuk Chang, Woohyung Lim, Nam Soo Kim
2005 J jnl
An approach to robust unsupervised speaker adaptation.
IEEE Signal Process. Lett.
Nam Soo Kim, Dong Jin Seo, Woohyung Lim
2005 A conf
Feature compensation based on switching linear dynamic model and soft decision.
INTERSPEECH
Woohyung Lim, Bong Kyoung Kim, Nam Soo Kim
2005 J jnl
Feature compensation based on switching linear dynamic model.
IEEE Signal Process. Lett.
Nam Soo Kim, Woohyung Lim, Richard M. Stern
2003 A conf
Feature compensation technique for robust speech recognition in noisy environments.
INTERSPEECH
Young Joon Kim, Hyun Woo Kim, Woohyung Lim, Nam Soo Kim
2003 — conf
Online adaptation using speatransformation space model evolution.
ICASSP (1)
Dong Kook Kim, Young Joon Kim, Woohyung Lim, Nam Soo Kim