Wonpyo Park

27 papers A* 7C 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Compression Scaling Laws:Unifying Sparsity and Quantization.
CoRR
Elias Frantar, Utku Evci, Wonpyo Park, Neil Houlsby, Dan Alistarh
2025 A* conf
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
ICML
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens J. S. Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2025 J jnl
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance.
CoRR
Jinuk Kim, Marwa El Halabi, Wonpyo Park, Clemens JS Schaefer, Deokjae Lee, Yeonhong Park, Jae W. Lee, Hyun Oh Song
2025 — conf
LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs.
NAACL (Long Papers)
Sumin An, Junyoung Sung, Wonpyo Park, Chanjun Park, Paul Hongsuck Seo
2025 J jnl
LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs.
CoRR
Sumin An, Junyoung Sung, Wonpyo Park, Chanjun Park, Paul Hongsuck Seo
2025 J jnl
Post-training quantization of vision encoders needs prefixing registers.
CoRR
Seunghyeon Kim, Jinho Kim, Taesun Yeom, Wonpyo Park, Kyuyeun Kim, Jaeho Lee
2024 A* conf
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models.
EMNLP
Jaeseong Lee, Seung-won Hwang, Wonpyo Park, Mingi Ji
2024 — conf
Jaxpruner: A Concise Library for Sparsity Research.
CPAL
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan Samir Obando Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Woohyun Han, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart J. C. Bik, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Gintare Karolina Dziugaite, Pablo Samuel Castro, Utku Evci
2024 A* conf
Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization.
EMNLP
Seungwoo Son, Wonpyo Park, Woohyun Han, Kyuyeun Kim, Jaeho Lee
2024 J jnl
Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization.
CoRR
Seungwoo Son, Wonpyo Park, Woohyun Han, Kyuyeun Kim, Jaeho Lee
2024 A* conf
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization.
EMNLP
Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee
2024 J jnl
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization.
CoRR
Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee
2023 J jnl
JaxPruner: A concise library for sparsity research.
CoRR
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart J. C. Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci
2022 J jnl
Discrete Infomax Codes for Supervised Representation Learning.
Entropy
Yoonho Lee, Wonjae Kim, Wonpyo Park, Seungjin Choi
2022 J jnl
Graph Self-Attention for learning graph representation with Transformer.
CoRR
Wonpyo Park, Woonggi Chang, Donggeon Lee, Juntae Kim
2021 A* conf
Multi-level Distance Regularization for Deep Metric Learning.
AAAI
Yonghyun Kim, Wonpyo Park
2021 J jnl
Multi-level Distance Regularization for Deep Metric Learning.
CoRR
Yonghyun Kim, Wonpyo Park
2020 J jnl
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition.
CoRR
Yonghyun Kim, Wonpyo Park, Jongju Shin
2020 — conf
BroadFace: Looking at Tens of Thousands of People at once for Face Recognition.
ECCV (9)
Yonghyun Kim, Wonpyo Park, Jongju Shin
2020 — conf
Diversified Mutual Learning for Deep Metric Learning.
ECCV Workshops (1)
Wonpyo Park, Wonjae Kim, Kihyun You, Minsu Cho
2020 J jnl
Diversified Mutual Learning for Deep Metric Learning.
CoRR
Wonpyo Park, Wonjae Kim, Kihyun You, Minsu Cho
2020 A* conf
GroupFace: Learning Latent Groups and Constructing Group-Based Representations for Face Recognition.
CVPR
Yonghyun Kim, Wonpyo Park, Myung-Cheol Roh, Jongju Shin
2020 J jnl
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition.
CoRR
Yonghyun Kim, Wonpyo Park, Myung-Cheol Roh, Jongju Shin
2019 C conf
Regularizing Neural Networks via Stochastic Branch Layers.
ACML
Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho
2019 J jnl
Regularizing Neural Networks via Stochastic Branch Layers.
CoRR
Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho
2019 A* conf
Relational Knowledge Distillation.
CVPR
Wonpyo Park, Dongju Kim, Yan Lu, Minsu Cho
2019 J jnl
Relational Knowledge Distillation.
CoRR
Wonpyo Park, Dongju Kim, Yan Lu, Minsu Cho