Changhai Zhou

Large Language Model Compression with Global Rank and Sparsity Optimization

BUDDY: BUdget-Driven DYnamic Depth Routing for Adaptive Large Language Models Inference

Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth

BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing

Efficient Fine-Tuning of Quantized LLMs via Three-Stage Optimization

Bi-Share LoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing