Yeonhong Park

SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy

Libra: Effective yet Efficient Load Balancing for Large-scale MoE Inference

FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials

NestedFP: High-Performance, Memory-Efficient Dual-Precision Floating Point Support for LLMs

GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance

DP-LLM: Runtime Model Adaptation with Dynamic Layer-wise Precision Assignment