Search Results for author: Yuxuan Tian

Found 2 papers, 0 papers with code

Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

no code implementations25 Apr 2024 Peizhuang Cong, Aomufei Yuan, Shimao Chen, Yuxuan Tian, Bowen Ye, Tong Yang

To this end, we traced and analyzed loads of each expert in the training iterations for several large language models in this work, and defined the transient state with "obvious load fluctuation" and the stable state with "temporal locality".

ProGroTrack: Deep Learning-Assisted Tracking of Intracellular Protein Growth Dynamics

no code implementations26 May 2023 Kai San Chan, Huimiao Chen, Chenyu Jin, Yuxuan Tian, Dingchang Lin

Accurate tracking of cellular and subcellular structures, along with their dynamics, plays a pivotal role in understanding the underlying mechanisms of biological systems.

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