Hyungi Lee

According to our database¹, Hyungi Lee authored at least 20 papers between 2015 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

Parallel Test-Time Scaling with Multi-Sequence Verifiers.

[BibT_eX]

[DOI]

CoRR, March, 2026

2025

Compact Memory for Continual Logistic Regression.

[BibT_eX]

[DOI]

Mohammad Emtiyaz Khan

CoRR, November, 2025

Verbalized Confidence Triggers Self-Verification: Emergent Behavior Without Explicit Reasoning Supervision.

[BibT_eX]

[DOI]

CoRR, June, 2025

Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series.

[BibT_eX]

[DOI]

Byoungwoo Park

Hyungi Lee

Juho Lee

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Variational Bayesian Pseudo-Coreset.

[BibT_eX]

[DOI]

Hyungi Lee

Seungyoo Lee

Juho Lee

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dimension Agnostic Neural Processes.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Calibrated Decision-Making through LLM-Assisted Retrieval.

[BibT_eX]

[DOI]

CoRR, 2024

Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain.

[BibT_eX]

[DOI]

CoRR, 2024

Model Fusion through Bayesian Optimization in Language Model Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning.

[BibT_eX]

[DOI]

CoRR, 2023

Function Space Bayesian Pseudocoreset for Bayesian Neural Networks.

[BibT_eX]

[DOI]

Balhae Kim

Hyungi Lee

Juho Lee

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

Traversing Between Modes in Function Space for Fast Ensembling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Regularizing Towards Soft Equivariance Under Mixed Symmetries.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Martingale Posterior Neural Processes.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Scale Mixtures of Neural Network Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2015

Optimum Configuration of Helical Piles with Material Cost Minimized by Harmony Search Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Harmony Search Algorithm, 2015

Hyungi Lee

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