Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation.

[BibT_eX]

[DOI]

Jaechang Kim

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Revisiting Early Detection of Sexual Predators via Turn-level Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark.

[BibT_eX]

[DOI]

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

Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization.

[BibT_eX]

[DOI]

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

Addressing Text Embedding Leakage in Diffusion-Based Image Editing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Self-Training Large Language Models with Confident Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Retrieval-Augmented Generation with Estimation of Source Reliability.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

CoPL: Collaborative Preference Learning for Personalizing LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Toward Affective Empathy via Personalized Analogy Generation: A Case Study on Microaggression.

[BibT_eX]

[DOI]

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

Comparison-based Active Preference Learning for Multi-dimensional Personalization.

[BibT_eX]

[DOI]

Minhyeon Oh

Seungjoon Lee

Jungseul Ok

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients.

[BibT_eX]

[DOI]

Jabin Koo

Minwoo Jang

Jungseul Ok

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Optimal clustering from noisy binary feedback.

[BibT_eX]

[DOI]

Mach. Learn., May, 2024

Addressing Attribute Leakages in Diffusion-based Image Editing without Training.

[BibT_eX]

[DOI]

CoRR, 2024

Combinatorial Rising Bandit.

[BibT_eX]

[DOI]

CoRR, 2024

Guide-to-Explain for Controllable Summarization.

[BibT_eX]

[DOI]

CoRR, 2024

Active Preference-based Learning for Multi-dimensional Personalization.

[BibT_eX]

[DOI]

Minhyeon Oh

Seungjoon Lee

Jungseul Ok

CoRR, 2024

Retrieval-Augmented Generation with Estimation of Source Reliability.

[BibT_eX]

[DOI]

CoRR, 2024

Activity-Guided Industrial Anomalous Sound Detection against Interferences.

[BibT_eX]

[DOI]

Yunjoo Lee

Jaechang Kim

Jungseul Ok

CoRR, 2024

Few-shot Unlearning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

An Investigation into Explainable Audio Hate Speech Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

Key-Element-Informed sLLM Tuning for Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Breadth-First Exploration on Adaptive Grid for Reinforcement Learning.

[BibT_eX]

[DOI]

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

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization.

[BibT_eX]

[DOI]

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

Active Label Correction for Semantic Segmentation with Foundation Models.

[BibT_eX]

[DOI]

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

MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

MedBN: Robust Test-Time Adaptation against Malicious Test Samples.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CLIPtone: Unsupervised Learning for Text-Based Image Tone Adjustment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Addressing Feature Imbalance in Sound Source Separation.

[BibT_eX]

[DOI]

CoRR, 2023

Active Learning for Semantic Segmentation with Multi-class Label Query.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Leveraging Proxy of Training Data for Test-Time Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Adaptive Superpixel for Active Learning in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Activity-Informed Industrial Audio Anomaly Detection Via Source Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Few-Shot Unlearning by Model Inversion.

[BibT_eX]

[DOI]

CoRR, 2022

Power of Bonus in Pricing for Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Byungchan Ko

Jungseul Ok

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MetaSSD: Meta-Learned Self-Supervised Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Towards Sequence-Level Training for Visual Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Combating Label Distribution Shift for Active Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-armed Bandit Algorithm against Strategic Replication.

[BibT_eX]

[DOI]

Suho Shin

Seungjoon Lee

Jungseul Ok

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Robust Deep Learning from Crowds with Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Time Matters in Using Data Augmentation for Vision-based Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Byungchan Ko

Jungseul Ok

CoRR, 2021

Gradient Inversion with Generative Image Prior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Transfer Learning in Bandits with Latent Continuity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Iterative learning of graph connectivity from partially-observed cascade samples.

[BibT_eX]

[DOI]

Jiin Woo

Jungseul Ok

Yung Yi

Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

2019

Optimal Rate Sampling in 802.11 Systems: Theory, Design, and Implementation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Iterative Bayesian Learning for Crowdsourced Regression.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Optimal Inference in Crowdsourced Classification via Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2018

On the Posted Pricing in Crowdsourcing: Power of Bonus.

[BibT_eX]

[DOI]

CoRR, 2018

Exploration in Structured Reinforcement Learning.

[BibT_eX]

[DOI]

Jungseul Ok

Alexandre Proutière

Damianos Tranos

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Efficient Learning for Crowdsourced Regression.

[BibT_eX]

[DOI]

CoRR, 2017

Incentivizing strategic users for social diffusion: Quantity or quality?

[BibT_eX]

[DOI]

Jungseul Ok

Jinwoo Shin

Yung Yi

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Collaborative Clustering: Sample Complexity and Efficient Algorithms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Algorithmic Learning Theory, 2017

2016

On Maximizing Diffusion Speed Over Social Networks With Strategic Users.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Optimality of Belief Propagation for Crowdsourced Classification.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

On the progressive spread over strategic diffusion: Asymptotic and computation.

[BibT_eX]

[DOI]

Jungseul Ok

Jinwoo Shin

Yung Yi

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014

On maximizing diffusion speed in social networks: impact of random seeding and clustering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Optimal Rate Sampling in 802.11 systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Influence maximization over strategic diffusion in social networks.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013

Embedding of virtual network requests over static wireless multihop networks.

[BibT_eX]

[DOI]

Comput. Networks, 2013

On the impact of global information on diffusion of innovations over social networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

2012

Development and Implementation of Break Falling System for a Biped Robot.

[BibT_eX]

[DOI]

Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Jungseul Ok

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