Woohyung Lim

Orcid: 0000-0003-0525-9065

According to our database¹, Woohyung Lim authored at least 50 papers between 2003 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning.

[BibT_eX]

[DOI]

CoRR, February, 2026

CADO: From Imitation to Cost Minimization for Heatmap-based Solvers in Combinatorial Optimization.

[BibT_eX]

[DOI]

CoRR, February, 2026

AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

OrcheCause Agent: From Textual Knowledge to End-to-End Causal Inference.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RAPID: A Rapid Prototyping Platform for Industrial Automation.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents.

[BibT_eX]

[DOI]

CoRR, December, 2025

ARC: Leveraging Compositional Representations for Cross-Problem Learning on VRPs.

[BibT_eX]

[DOI]

CoRR, December, 2025

Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening.

[BibT_eX]

[DOI]

CoRR, October, 2025

ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, October, 2025

THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics.

[BibT_eX]

[DOI]

CoRR, August, 2025

MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains.

[BibT_eX]

[DOI]

CoRR, May, 2025

MolMole: Molecule Mining from Scientific Literature.

[BibT_eX]

[DOI]

CoRR, May, 2025

On Incorporating Prior Knowledge Extracted From Large Language Models Into Causal Discovery.

[BibT_eX]

[DOI]

IEEE Access, 2025

Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Hierarchical Decomposition Framework for Steiner Tree Packing Problem.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Operations Research and Enterprise Systems, 2025

Online Pre-Training for Offline-to-Online Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases.

[BibT_eX]

[DOI]

CoRR, 2024

Flexible Control in Symbolic Music Generation via Musical Metadata.

[BibT_eX]

[DOI]

CoRR, 2024

EXAONE 3.0 7.8B Instruction Tuned Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?

[BibT_eX]

[DOI]

CoRR, 2023

Gradient Surgery for One-shot Unlearning on Generative Model.

[BibT_eX]

[DOI]

CoRR, 2023

Systematic Analysis of Music Representations from BERT.

[BibT_eX]

[DOI]

Sangjun Han

Hyeongrae Ihm

Woohyung Lim

CoRR, 2023

Multi-Resolution Sequence Aggregation and Model-Agnostic Framework for Time-Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2022

Symbolic Music Loop Generation with Neural Discrete Representations.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Symbolic Music Loop Generation with VQ-VAE.

[BibT_eX]

[DOI]

Sangjun Han

Hyeongrae Ihm

Woohyung Lim

CoRR, 2021

2019

AIX: A high performance and energy efficient inference accelerator on FPGA for a DNN-based commercial speech recognition.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2009

Computationally Efficient Cepstral Domain Feature Compensation.

[BibT_eX]

[DOI]

Woohyung Lim

Chang Woo Han

Nam Soo Kim

IEICE Trans. Inf. Syst., 2009

2008

Cepstral domain feature compensation based on diagonal approximation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Feature Compensation Incorporating Modeling Error Statistics.

[BibT_eX]

[DOI]

Woohyung Lim

Nam Soo Kim

IEEE Signal Process. Lett., 2007

Speech reinforcement based on partial specific loudness.

[BibT_eX]

[DOI]

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Feature Compensation using More Accurate Statistics of Modeling Error.

[BibT_eX]

[DOI]

Woohyung Lim

Jong Kyu Kim

Nam Soo Kim

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Clean speech feature estimation based on soft spectral masking.

[BibT_eX]

[DOI]

Young Joon Kim

Woohyung Lim

Nam Soo Kim

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Signal modification incorporating perceptual weighting filter.

[BibT_eX]

[DOI]

Joon-Hyuk Chang

Woohyung Lim

Nam Soo Kim

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

An approach to robust unsupervised speaker adaptation.

[BibT_eX]

[DOI]

Nam Soo Kim

Dong Jin Seo

Woohyung Lim

IEEE Signal Process. Lett., 2005

Feature compensation based on switching linear dynamic model.

[BibT_eX]

[DOI]

Nam Soo Kim

Woohyung Lim

Richard M. Stern

IEEE Signal Process. Lett., 2005

Feature compensation based on switching linear dynamic model and soft decision.

[BibT_eX]

[DOI]

Woohyung Lim

Bong Kyoung Kim

Nam Soo Kim

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2003

Feature compensation technique for robust speech recognition in noisy environments.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Online adaptation using speatransformation space model evolution.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Woohyung Lim

Timeline

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Links

On csauthors.net:

Bibliography

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