Siyu Liao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 40

Top Topics

Wyner Ziv Coding

Hardware Architecture

Top Venues

Publications

C. Nicolas Barati, Bishal Lamichhane, Siyu Liao, Eric Graves, Ananthram Swami, Ashutosh Sabharwal
Unsupervised Wireless Diarization: A Potential New Attack on Encrypted Wireless Networks. ICC (2023)
Siyu Liao, Ringting Zhang, Barbara Poblete, Vanessa Murdock
Bias Invariant Approaches for Improving Word Embedding Fairness. CIKM (2023)
Siyu Liao, Taiyun Chi, Ashutosh Sabharwal
Capacity Gain from Multi-Mode Reconfigurable Antennas as a Function of Degrees of Control in Clustered MIMO Channels. ACSSC (2023)
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI (2022)
Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
Noise Injection-based Regularization for Point Cloud Processing. CoRR (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework. CoRR (2021)
Chunhua Deng, Siyu Liao, Bo Yuan
PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure. IEEE Trans. Computers 70 (2) (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)
Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. ICCAD (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)
Chunhua Deng, Yang Sui, Siyu Liao, Xuehai Qian, Bo Yuan
GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator. ISCA (2021)
Miao Yin, Yang Sui, Siyu Liao, Bo Yuan
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework. CVPR (2021)
Chunhua Deng, Yongbin Gong, Feng Han, Siyu Liao, Jingang Yi, Bo Yuan
VLSI Hardware Architecture for Gaussian Process. ACSSC (2020)
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator. AAAI (2020)
Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan
Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. ACSSC (2020)
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition. CoRR (2020)
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. CoRR (2020)
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
Embedding Compression with Isotropic Iterative Quantization. CoRR (2020)
Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan
Embedding Compression with Isotropic Iterative Quantization. AAAI (2020)
Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan
CircConv: A Structured Convolution with Low Complexity. CoRR (2019)
Siyu Liao, Bo Yuan
CircConv: A Structured Convolution with Low Complexity. AAAI (2019)
Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan
Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. ICASSP (2019)
Siyu Liao, Yi Xie, Xue Lin, Yanzhi Wang, Min Zhang, Bo Yuan
Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression. IEEE Trans. Sustain. Comput. 4 (2) (2019)
Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan
Structured Neural Network with Low Complexity for MIMO Detection. SiPS (2019)
Chunhua Deng, Siyu Liao, Bo Yuan
Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder. ICASSP (2019)
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator. CoRR (2019)
Siyu Liao, Liutong Zhou, Xuan Di, Bo Yuan, Jinjun Xiong
Large-scale short-term urban taxi demand forecasting using deep learning. ASP-DAC (2018)
Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan
PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices. MICRO (2018)
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. AAAI (2018)
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. CoRR (2018)
Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan
Area-efficient K-Nearest Neighbor Design using Stochastic Computing. ACSSC (2018)
Liang Zhao, Siyu Liao, Yanzhi Wang, Zhe Li, Jian Tang, Bo Yuan
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. ICML (2017)
Shaofeng Guo, Runsheng Wang, Zhuoqing Yu, Peng Hao, Pengpeng Ren, Yangyuan Wang, Siyu Liao, Chunyi Huang, Tianlei Guo, Alvin Chen, Jushan Xie, Ru Huang
Towards reliability-aware circuit design in nanoscale FinFET technology: - New-generation aging model and circuit reliability simulator. ICCAD (2017)
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. MICRO (2017)
Siyu Liao, Zhe Li, Xue Lin, Qinru Qiu, Yanzhi Wang, Bo Yuan
Energy-efficient, high-performance, highly-compressed deep neural network design using block-circulant matrices. ICCAD (2017)
Liang Zhao, Siyu Liao, Yanzhi Wang, Jian Tang, Bo Yuan
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. CoRR (2017)
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices. CoRR (2017)
Yi Xie, Siyu Liao, Bo Yuan, Yanzhi Wang, Zhongfeng Wang
Fully-Parallel Area-Efficient Deep Neural Network Design Using Stochastic Computing. IEEE Trans. Circuits Syst. II Express Briefs (12) (2017)