2 papers
stat.ML2025
Coupled Flow Matching
Wenxi Cai, Yuheng Wang, Naichen Shi
We introduce Coupled Flow Matching (CPFM), a framework that integrates controllable dimensionality reduction and high-fidelity reconstruction. CPFM learns coupled continuous flows…
cs.LG2025
LCQ: Low-Rank Codebook based Quantization for Large Language Models
Wen-Pu Cai, Ming-Yang Li, Wu-Jun Li
Large language models~(LLMs) have recently demonstrated promising performance in many tasks. However, the high storage and computational cost of LLMs has become a challenge for dep…