Soo Min Kwon

14 papers A* 3A 1Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Overview of Low-Rank Structures in the Training and Adaptation of Large Models.
CoRR
Laura Balzano, Tianjiao Ding, Benjamin D. Haeffele, Soo Min Kwon, Qing Qu, Peng Wang, Zhangyang Wang, Can Yaras
2025 J jnl
Learning Dynamics of Deep Linear Networks Beyond the Edge of Stability.
CoRR
Avrajit Ghosh, Soo Min Kwon, Rongrong Wang, Saiprasad Ravishankar, Qing Qu
2025 A* conf
Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability.
ICLR
Avrajit Ghosh, Soo Min Kwon, Rongrong Wang, Saiprasad Ravishankar, Qing Qu
2025 J jnl
Out-of-Distribution Generalization of In-Context Learning: A Low-Dimensional Subspace Perspective.
CoRR
Soo Min Kwon, Alec S. Xu, Can Yaras, Laura Balzano, Qing Qu
2024 A* conf
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference.
NeurIPS
Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim
2024 J jnl
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference.
CoRR
Changwoo Lee, Soo Min Kwon, Qing Qu, Hun-Seok Kim
2024 J jnl
Decoupled Data Consistency with Diffusion Purification for Image Restoration.
CoRR
Xiang Li, Soo Min Kwon, Ismail R. Alkhouri, Saiprasad Ravishankar, Qing Qu
2024 A conf
Efficient Low-Dimensional Compression of Overparameterized Models.
AISTATS
Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu
2024 A* conf
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency.
ICLR
Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen
2023 J jnl
Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics.
CoRR
Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu
2023 J jnl
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency.
CoRR
Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen
2022 Misc conf
Low-Rank Phase Retrieval with Structured Tensor Models.
ICASSP
Soo Min Kwon, Xin Li, Anand D. Sarwate
2022 J jnl
Low-Rank Phase Retrieval with Structured Tensor Models.
CoRR
Soo Min Kwon, Xin Li, Anand D. Sarwate
2019 — conf
Demo: Hands-Free Human Activity Recognition Using Millimeter-Wave Sensors.
DySPAN
Soo Min Kwon, Song Yang, Jian Liu, Xin Yang, Wesam Saleh, Shreya Patel, Christine Mathews, Yingying Chen