Miao Yin

1. Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework
   2021/07/26 by Miao Yin, Yang Sui, Yin, Miao +5 · 6 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Advanced Neural Network Applications
2. MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
   2024/11/01 by Cheng Yang, Yang Sui, Yang, Cheng +17 · 14 citations
   Computer Science · #Machine Learning in Healthcare #Expert finding and Q&A systems
3. GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting
   2024/11/09 by Y Victoria Zhang, Wenqi Jia, Zhang, Yangming +5 · 6 citations
   Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction
4. Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner
   2022/08/24 by Xiao Zang, Zang, Xiao, Miao Yin +9 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Robotics (cs.RO)
5. AdaCM²: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
   2024/11/19 by Yuanbin Man, Ying Huang, Man, Yuanbin +9 · 2 citations
   Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods #Advanced Image Processing Techniques
6. NeurLZ: An Online Neural Learning-Based Method to Enhance Scientific Lossy Compression
   2024/09/09 by Wenqi Jia, Zhewen Hu, Jia, Wenqi +20 · 2 citations
   Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
7. Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
   2020/05/09 by Miao Yin, Siyu Liao, Yin, Miao +7 · 1 citation
   Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications