Sai Zhang

Most-cited papers

Packing Sparse Convolutional Neural Networks for Efficient Systolic Array Implementations: Column Combining Under Joint Optimization
H. T. Kung, Bradley McDanel, Sai Zhang
2018International Conference on Architectural Support for Programming Languages and Operating Systems156 citations
Semantic Scholar
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control
Sai Zhang, Qi Zhang, Jieyu Lin
2019Neural Information Processing Systems141 citations
Semantic Scholar
A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning
Sai Zhang, Jieyu Lin, Qi Zhang
2022AAAI Conference on Artificial Intelligence131 citations Open access
Semantic Scholar
FAST: DNN Training Under Variable Precision Block Floating Point with Stochastic Rounding
Sai Zhang, Bradley McDanel, Hsiang-Tsung Kung
2021International Symposium on High-Performance Computer Architecture105 citations Open access
Semantic Scholar
Succinct and Robust Multi-Agent Communication With Temporal Message Control
Sai Zhang, Qi Zhang, Jieyu Lin
2020Neural Information Processing Systems92 citations
Semantic Scholar
On the Robustness of Cooperative Multi-Agent Reinforcement Learning
Jieyu Lin, Kristina Dzeparoska, Sai Zhang, A. Leon-Garcia +1 more
20202020 IEEE Security and Privacy Workshops (SPW)90 citations Open access
Semantic Scholar
Routing Algorithms for Network Function Virtualization Enabled Multicast Topology on SDN
Sai Zhang, Qi Zhang, Hadi Bannazadeh, A. Leon-Garcia
2015IEEE Transactions on Network and Service Management81 citations
Semantic Scholar
Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation
Bradley McDanel, Sai Zhang, H. T. Kung, Xin Dong
2019International Conference on Supercomputing40 citations
Semantic Scholar
RTN: Reparameterized Ternary Network
Yuhang Li, Xin Dong, Sai Zhang, Haoli Bai +2 more
2019AAAI Conference on Artificial Intelligence35 citations Open access
Semantic Scholar
Network Function Virtualization enabled multicast routing on SDN
Sai Zhang, Qi Zhang, Hadi Bannazadeh, A. Leon-Garcia
20152015 IEEE International Conference on Communications (ICC)30 citations
Semantic Scholar
SphereFed: Hyperspherical Federated Learning
Xin Dong, Sai Zhang, Ang Li, H. Kung
2022European Conference on Computer Vision29 citations Open access
Semantic Scholar
Adaptive Distributed Convolutional Neural Network Inference at the Network Edge with ADCNN
Sai Zhang, Jieyu Lin, Qi Zhang
2020International Conference on Parallel Processing29 citations
Semantic Scholar
Joint NFV placement and routing for multicast service on SDN
Sai Zhang, A. Tizghadam, Byung-Chul Park, Hadi Bannazadeh +1 more
2016IEEE/IFIP Network Operations and Management Symposium27 citations
Semantic Scholar
Maestro: A Memory-on-Logic Architecture for Coordinated Parallel Use of Many Systolic Arrays
H. T. Kung, Bradley McDanel, Sai Zhang, Xin Dong +1 more
2019IEEE International Conference on Application-Specific Systems, Architectures, and Processors23 citations
Semantic Scholar
TCAM space-efficient routing in a software defined network
Sai Zhang, Qi Zhang, A. Tizghadam, Byung-Chul Park +3 more
2017Comput. Networks22 citations
Semantic Scholar
Mapping Systolic Arrays onto 3D Circuit Structures: Accelerating Convolutional Neural Network Inference
H. T. Kung, Bradley McDanel, Sai Zhang
2018IEEE Workshop on Signal Processing Systems19 citations
Semantic Scholar
Aurora: Adaptive Block Replication in Distributed File Systems
Qi Zhang, Sai Zhang, A. Leon-Garcia, R. Boutaba
2015IEEE International Conference on Distributed Computing Systems17 citations
Semantic Scholar
Term Quantization: Furthering Quantization at Run Time
H. T. Kung, Bradley McDanel, Sai Zhang
2020International Conference for High Performance Computing, Networking, Storage and Analysis16 citations
Semantic Scholar
Systolic Building Block for Logic-on-Logic 3D-IC Implementations of Convolutional Neural Networks
H.-T. Kung, Bradley McDanel, Sai Zhang, C.-T. Wang +6 more
2019International Symposium on Circuits and Systems15 citations
Semantic Scholar
Fast Network Flow Resumption for Live Virtual Machine Migration on SDN
Sai Zhang, Pouya Yasrebi, A. Tizghadam, Hadi Bannazadeh +1 more
2015IEEE International Conference on Network Protocols15 citations
Semantic Scholar
Adaptive Tiling: Applying Fixed-size Systolic Arrays To Sparse Convolutional Neural Networks
H. T. Kung, Bradley McDanel, Sai Zhang
2018International Conference on Pattern Recognition14 citations
Semantic Scholar
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs
H. T. Kung, Bradley McDanel, Sai Zhang
2020arXiv.org10 citations
Semantic Scholar
Saturation RRAM Leveraging Bit-Level Sparsity Resulting from Term Quantization
Bradley McDanel, Hsiang-Tsung Kung, Sai Zhang
2021International Symposium on Circuits and Systems8 citations
Semantic Scholar
Sector: TCAM Space Aware Routing on SDN
Sai Zhang, Qi Zhang, A. Tizghadam, Byung-Chul Park +3 more
2016International Test Conference8 citations
Semantic Scholar
A Machine Learning Assisted Cell Selection Method for Drones in Cellular Networks
Sai Zhang, F. Xue, N. Himayat, S. Talwar +1 more
2018International Workshop on Signal Processing Advances in Wireless Communications7 citations
Semantic Scholar
InferBeam: A Fast Beam Alignment Protocol for Millimeter-wave Networking
Sai Zhang, H. T. Kung, Youngjune Gwon
2018arXiv.org5 citations
Semantic Scholar
Full-stack Optimization for Accelerating CNNs with FPGA Validation
Bradley McDanel, Sai Zhang, H. T. Kung, Xin Dong
2019arXiv.org2 citations
Semantic Scholar
Kaleidoscope: Real-time content delivery in software defined infrastructures
Qi Zhang, Sai Zhang, Jieyu Lin, Hadi Bannazadeh +1 more
2015IFIP/IEEE Symposium on Integrated Network Management2 citations
Semantic Scholar
Learning Advanced Client Selection Strategy for Federated Learning
Sai Zhang, Jieyu Lin, Qi Zhang
20211 citations
Semantic Scholar
Field-Conﬁgurable Multi-resolution Inference: Rethinking Quantization
Sai Zhang, Bradley McDanel, H. T. Kung, Xin Dong
20200 citations
Semantic Scholar
Multicast Routing for Virtual Network Functions on SDN
Sai Zhang
20160 citations
Semantic Scholar
Partitioning Large Scale Deep Belief Networks Using Dropout
Yan-Ping Huang, Sai Zhang
2015arXiv.org0 citations
Semantic Scholar
Leaky bucket like packet controller for SAVI
M. Alam, Sai Zhang
2014Canadian Conference on Electrical and Computer Engineering0 citations
Semantic Scholar