Kyungwoo Song

Orcid: 0000-0003-0082-4280

According to our database¹, Kyungwoo Song authored at least 54 papers between 2014 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2025

GFML: Gravity function for metric learning.

[BibT_eX]

[DOI]

Hoyoon Byun

Sungjun Lim

Kyungwoo Song

Eng. Appl. Artif. Intell., 2025

2024

Tc-llama 2: fine-tuning LLM for technology and commercialization applications.

[BibT_eX]

[DOI]

J. Big Data, December, 2024

Dirichlet stochastic weights averaging for graph neural networks.

[BibT_eX]

[DOI]

Minhoi Park

Rakwoo Chang

Kyungwoo Song

Appl. Intell., November, 2024

Structural and positional ensembled encoding for Graph Transformer.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

Bibimbap : Pre-trained models ensemble for Domain Generalization.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Language model-guided student performance prediction with multimodal auxiliary information.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation.

[BibT_eX]

[DOI]

CoRR, 2024

LBC: Language-Based-Classifier for Out-Of-Variable Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Adaptation of Foundation Models with Black-Box Visual Prompting.

[BibT_eX]

[DOI]

CoRR, 2024

Flat Posterior Does Matter For Bayesian Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Mitigating the Linguistic Gap with Phonemic Representations for Robust Multilingual Language Understanding.

[BibT_eX]

[DOI]

CoRR, 2024

GloGen: PPG prompts for few-shot transfer learning in blood pressure estimation.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Online Continuous Generalized Category Discovery.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Perturb-and-Compare Approach for Detecting Out-of-Distribution Samples in Constrained Access Environments.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Pre-trained Vision and Language Transformers are Few-Shot Incremental Learners.

[BibT_eX]

[DOI]

Keon-Hee Park

Kyungwoo Song

Gyeong-Moon Park

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

2023

Sequential Likelihood-Free Inference with Neural Proposal.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., May, 2023

Towards Calibrated Robust Fine-Tuning of Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Leveraging Skill-to-Skill Supervision for Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2023

RPLKG: Robust Prompt Learning with Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Contrastive Learning With Dynamic Mixed Margin.

[BibT_eX]

[DOI]

IEEE Access, 2023

Geodesic Multi-Modal Mixup for Robust Fine-Tuning.

[BibT_eX]

[DOI]

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

SAAL: Sharpness-Aware Active Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Causally Disentangled Generative Variational AutoEncoder.

[BibT_eX]

[DOI]

SeungHwan An

Kyungwoo Song

Jong-June Jeon

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Sharpness-aware Minimization for Worst Case Optimization.

[BibT_eX]

[DOI]

Taero Kim

Sungjun Lim

Kyungwoo Song

CoRR, 2022

Graph Perceiver IO: A General Architecture for Graph Structured Data.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Modal Mixup for Robust Fine-tuning.

[BibT_eX]

[DOI]

CoRR, 2022

Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation.

[BibT_eX]

[DOI]

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

Learning Fair Representation via Distributional Contrastive Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Efficient Approximate Inference for Stationary Kernel on Frequency Domain.

[BibT_eX]

[DOI]

Yohan Jung

Kyungwoo Song

Jinkyoo Park

Proceedings of the International Conference on Machine Learning, 2022

From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Score Matching Model for Unbounded Data Score.

[BibT_eX]

[DOI]

CoRR, 2021

Posterior-Aided Regularization for Likelihood-Free Inference.

[BibT_eX]

[DOI]

CoRR, 2021

LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning.

[BibT_eX]

[DOI]

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

Implicit Kernel Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Sequential Likelihood-Free Inference with Implicit Surrogate Proposal.

[BibT_eX]

[DOI]

CoRR, 2020

Approximate Inference for Spectral Mixture Kernel.

[BibT_eX]

[DOI]

Yohan Jung

Kyungwoo Song

Jinkyoo Park

CoRR, 2020

Context Aware Sequence Modeling.

[BibT_eX]

[DOI]

Kyungwoo Song

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Deep Generative Positive-Unlabeled Learning under Selection Bias.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Bivariate Beta-LSTM.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Hierarchically Clustered Representation Learning.

[BibT_eX]

[DOI]

Su-Jin Shin

Kyungwoo Song

Il-Chul Moon

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Sequential Recommendation with Relation-Aware Kernelized Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Hierarchical Context Enabled Recurrent Neural Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Adversarial Dropout for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Neural Ideal Point Estimation Network.

[BibT_eX]

[DOI]

Kyungwoo Song

Wonsung Lee

Il-Chul Moon

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information.

[BibT_eX]

[DOI]

Wonsung Lee

Kyungwoo Song

Il-Chul Moon

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Data-driven ballistic coefficient learning for future state prediction of high-speed vehicles.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

The Regularity of Semihyperbolic Patches Near Sonic Lines for The 2-D Euler System in Gas Dynamics.

[BibT_eX]

[DOI]

Kyungwoo Song

Qin Wang

Yuxi Zheng

SIAM J. Math. Anal., 2015

2014

Identifying the evolution of disasters and responses with network-text analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Kyungwoo Song

Timeline

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On csauthors.net:

Bibliography

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