Zhou, Changhai

1. RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
   2024/06/22 by Changhai Zhou, Zhou, Changhai, Shijie Han +6 · 5 citations
   Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Subtitles and Audiovisual Media
2. Large Language Model Compression with Global Rank and Sparsity Optimization
   2025/05/02 by Changhai Zhou, Zhou, Changhai, Qiao, Qian +5 · 2 citations
   Computer Science · #Topic Modeling #Stochastic Gradient Optimization Techniques #Big Data and Digital Economy
3. Enhancing Object Coherence in Layout-to-Image Synthesis
   2023/11/17 by Y. N. Wang, Wang, Yibin, Zhou, Changhai +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
4. Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth
   2025/05/02 by Zhou, Changhai, Han, Shijie, Zhang, Shiyang +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)