conftrace_

Yeonhong Park

4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICML (3) OSDI (1)

Top co-authors

Jae W. Lee (4) Jake Hyun (2) Hojoon Kim (2) Sanglyul Cho (1) Clemens Js Schaefer (1) Seung Yul Lee (1) Marwa El Halabi (1) Jinuk Kim (1) Bonggeun Sim (1) Hyun Oh Song (1)

Keywords

model quantization (1) error correction (1) activation outlier (1) large language model (1) low-bit precision (1) residual matrix (1)

Papers

GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance ICML 2025 FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials ICML 2025 DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization OSDI 2025 Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs ICML 2024