Yongkweon Jeon

According to our database¹, Yongkweon Jeon authored at least 24 papers between 2013 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

OmniDrop: Layer-wise Token Pruning for Omni-modal LLMs via Query-Guidance.

[BibT_eX]

[DOI]

CoRR, May, 2026

LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation.

[BibT_eX]

[DOI]

CoRR, March, 2026

On the Importance of a Multi-Scale Calibration for Quantization.

[BibT_eX]

[DOI]

CoRR, February, 2026

TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation.

[BibT_eX]

[DOI]

CoRR, February, 2026

Two-Stage Grid Optimization for Group-wise Quantization of LLMs.

[BibT_eX]

[DOI]

CoRR, February, 2026

2025

BoA: Attention-aware Post-training Quantization without Backpropagation.

[BibT_eX]

[DOI]

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

2024

Attention-aware Post-training Quantization without Backpropagation.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers.

[BibT_eX]

[DOI]

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

2023

A Frustratingly Easy Post-Training Quantization Scheme for LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Genie: Show Me the Data for Quantization.

[BibT_eX]

[DOI]

Yongkweon Jeon

Chungman Lee

Ho-Young Kim

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

2022

Mr.BiQ: Post-Training Non-Uniform Quantization based on Minimizing the Reconstruction Error.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Modulating Regularization Frequency for Efficient Compression-Aware Model Training.

[BibT_eX]

[DOI]

CoRR, 2021

Sequential Encryption of Sparse Neural Networks Toward Optimum Representation of Irregular Sparsity.

[BibT_eX]

[DOI]

CoRR, 2021

Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization.

[BibT_eX]

[DOI]

CoRR, 2021

2020

BiQGEMM: matrix multiplication with lookup table for binary-coding-based quantized DNNs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

FleXOR: Trainable Fractional Quantization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation.

[BibT_eX]

[DOI]

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

2018

Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

2017

NC-Link: A New Linkage Method for Efficient Hierarchical Clustering of Large-Scale Data.

[BibT_eX]

[DOI]

IEEE Access, 2017

2015

Multi-Threaded Hierarchical Clustering by Parallel Nearest-Neighbor Chaining.

[BibT_eX]

[DOI]

Yongkweon Jeon

Sungroh Yoon

IEEE Trans. Parallel Distributed Syst., 2015

2013

Uncluttered Single-Image Visualization of Vascular Structures Using GPU and Integer Programming.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

Massively Parallel Energy Space Exploration for Uncluttered Visualization of Vascular Structures.

[BibT_eX]

[DOI]

Yongkweon Jeon

Joong-Ho Won

Sungroh Yoon

IEEE Trans. Biomed. Eng., 2013

GPU-based acceleration of an RNA tertiary structure prediction algorithm.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

Yongkweon Jeon

Timeline

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On csauthors.net:

Bibliography

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