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2020 – today
- 2025
[c7]Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sungyub Kim, Eunho Yang:
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding. ICLR 2025- [i6]Sihwan Park, Jihun Yun, Sungyub Kim, Souvik Kundu, Eunho Yang:
Unraveling Zeroth-Order Optimization through the Lens of Low-Dimensional Structured Perturbations. CoRR abs/2501.19099 (2025) - 2024
- [c6]Hyunjin Seo, Jihun Yun, Eunho Yang:
TEDDY: Trimming Edges with Degree-based Discrimination Strategy. ICLR 2024 - [i5]Hyunjin Seo, Jihun Yun, Eunho Yang:
TEDDY: Trimming Edges with Degree-based Discrimination strategY. CoRR abs/2402.01261 (2024) - [i4]Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sungyub Kim, Eunho Yang:
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding. CoRR abs/2410.03355 (2024) - 2023
- [c5]Jihun Yun, Eunho Yang:
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds. NeurIPS 2023 - 2022
- [c4]Jihun Yun, Aurélie C. Lozano, Eunho Yang:
AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning. AISTATS 2022: 2574-2606 - 2021
- [c3]Jung Hyun Lee
, Jihun Yun, Sung Ju Hwang, Eunho Yang:
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss. ICCV 2021: 5350-5359 - [c2]Jihun Yun, Aurélie C. Lozano, Eunho Yang:
Adaptive Proximal Gradient Methods for Structured Neural Networks. NeurIPS 2021: 24365-24378 - [i3]Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang:
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss. CoRR abs/2109.02100 (2021) - 2020
- [i2]Jihun Yun, Aurélie C. Lozano, Eunho Yang:
A General Family of Stochastic Proximal Gradient Methods for Deep Learning. CoRR abs/2007.07484 (2020)
2010 – 2019
- 2019
- [c1]Jihun Yun, Peng Zheng, Eunho Yang, Aurélie C. Lozano, Aleksandr Y. Aravkin:
Trimming the $\ell_1$ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning. ICML 2019: 7242-7251 - [i1]Jihun Yun, Aurélie C. Lozano, Eunho Yang:
Stochastic Gradient Methods with Block Diagonal Matrix Adaptation. CoRR abs/1905.10757 (2019)
Coauthor Index
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