Yufa Zhou

1. Efficient Reasoning with Hidden Thinking
   2025/01/31 by Xuan Shen, Shen, Xuan, Yizhou Wang +12 · 11 voices · 14 citations
   Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge
2. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
   2024/12/17 by Xuan Shen, Shen, Xuan, Zhao Song +27 · 6 citations
   Computer Science · #Neural Networks and Applications
3. Numerical Pruning for Efficient Autoregressive Models
   2024/12/17 by Shen, Xuan, Zhao Song, Song, Zhao +26 · 5 citations
   Computer Science · #Matrix Theory and Algorithms
4. DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
   2025/05/17 by Xuan Shen, Shen, Xuan, C. C. Han +17 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
5. Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
   2024/10/15 by Yingyu Liang, Liang, Yingyu, Long, Jiangxuan +6 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
6. Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective
   2024/05/26 by Yingyu Liang, Zhenmei Shi, Liang, Yingyu +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Looped ReLU MLPs May Be All You Need as Practical Programmable Computers
   2024/10/12 by Yingyu Liang, Liang, Yingyu, Zhizhou Sha +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #Computational Physics and Python Applications #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
8. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
   2025/10/01 by Zichen Wen, Wen, Zichen, Shaobo Wang +19 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling