Miao Yin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Image Generation

Wyner Ziv Coding

Tensor Decomposition

Top Venues

Publications

Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR (2024)
Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. ASPLOS (3) (2024)
Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. CoRR (2024)
Wenqi Jia, Sian Jin, Jinzhen Wang, Wei Niu, Dingwen Tao, Miao Yin
GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data. CoRR (2024)
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. CoRR (2023)
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer. AAAI (2023)
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. PPoPP (2023)
Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan
ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. ISCA (2023)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness. AAAI (2023)
Xiao Zang, Miao Yin, Jinqi Xiao, Saman A. Zonouz, Bo Yuan
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search. NeurIPS (2023)
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. ICML (2023)
Lei Tan, Xue Lin, Dongmei Niu, Daole Wang, Miao Yin, Xiuyang Zhao
Projected Generative Adversarial Network for Point Cloud Completion. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer. CoRR (2023)
Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train. Internet Things 22 (2023)
Jihua Cao, Jie Li, Miao Yin, Yunfeng Wang
Online Reviews Sentiment Analysis and Product Feature Improvement with Deep Learning. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (8) (2023)
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. CoRR (2023)
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. AAAI (2023)
Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition. CoRR (2022)
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. CoRR (2022)
Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. IROS (2022)
Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, Bo Yuan
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks. CVPR (2022)
Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition. IEEE Trans. Computers 71 (12) (2022)
Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. CoRR (2022)
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI (2022)
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness. CoRR (2022)
Lei Tan, Daole Wang, Miao Yin, Ming Sun, Xiuyang Zhao, Xiangyu Kong
A Graph Convolutional Network for Point Cloud Completion. ICCCV (2022)
Feng Li, Zeyu Yan, Qingyuan Zhu, Miao Yin, Gang Kou
Allocating a fixed cost across decision making units with explicitly considering efficiency rankings. J. Oper. Res. Soc. 72 (6) (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework. CoRR (2021)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. CoRR (2021)
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure. CVPR (2021)
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure. CoRR (2021)
Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding. AAAI (2021)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. CoRR (2021)
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. NeurIPS (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework. CVPR (2021)
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition. CoRR (2020)
Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong
Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach. HBAI@IJCAI (2019)
Songjie Liao, Xiao-Yang Liu, Feng Qian, Miao Yin, Guangmin Hu
Tensor Super-resolution for Seismic Data. ICASSP (2019)
Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper. ICCAD (2019)
Zihan Ding, Xiao-Yang Liu, Miao Yin, Wei Liu, Linghe Kong
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation. CoRR (2019)
Feng Qian, Miao Yin, Ming-Jun Su, Yaojun Wang, Guangmin Hu
Seismic facies recognition based on prestack data using deep convolutional autoencoder. CoRR (2017)