Yin, Miao

14 publications

CVPR 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction Yuanbin Man, Ying Huang, Chengming Zhang, Bingzhe Li, Wei Niu, Miao Yin

CVPR 2025 GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang, Wenqi Jia, Wei Niu, Miao Yin

NeurIPS 2024 Real-Time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices Zhihao Shu, Xiaowei Yu, Zihao Wu, Wenqi Jia, Yinchen Shi, Miao Yin, Tianming Liu, Dajiang Zhu, Wei Niu

ICML 2023 COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan

AAAI 2023 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz

AAAI 2023 GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan

NeurIPS 2023 GraphMP: Graph Neural Network-Based Motion Planning with Efficient Graph Search Xiao Zang, Miao Yin, Jinqi Xiao, Saman Zonouz, Bo Yuan

AAAI 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan

AAAI 2022 BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan

CVPR 2022 HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, Bo Yuan

NeurIPS 2021 CHIP: CHannel Independence-Based Pruning for Compact Neural Networks Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman Aliari Zonouz, Bo Yuan

AAAI 2021 Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan

CVPR 2021 Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework Miao Yin, Yang Sui, Siyu Liao, Bo Yuan

CVPR 2021 Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan