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← Authors

Soo Min Kwon

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🏆 Keyword Champion (2)

Conferences

ICLR (2) AISTATS (1) NIPS (1)

Top co-authors

Qing Qu (4) Zecheng Zhang (1) Zekai Zhang (1) Dogyoon Song (1) Avrajit Ghosh (1) Liyue Shen (1) Laura Balzano (1) Changwoo Lee (1) Rongrong Wang (1) Bowen Song (1)

Keywords

weight matrix (2) model compression (2) matrix factorization (1) low-rank approximation (1) matrix optimization (1) learning dynamics (1) foundation model (1) overparameterized model (1) deep linear network (1) neural network inference (1) low-dimensional subspace (1) structured matrix (1)

Papers

Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability ICLR 2025 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference NIPS 2024 Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024 Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency ICLR 2024