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cs.LG2025
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs
Zihao Zeng, Chubo Liu, Xin He +5
Transformer-based large language models (LLMs) have demonstrated exceptional capabilities in sequence modeling and text generation, with improvements scaling proportionally with mo…
cs.LG2024
STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading
Yilei Zhao, Wentao Zhang, Tingran Yang +3
In financial trading, factor models are widely used to price assets and capture excess returns from mispricing. Recently, we have witnessed the rise of variational autoencoder-base…