Chen Yang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Data Acquisition

Molecular Dynamics

Reconfigurable Architecture

Top Venues

Publications

Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, Ang Li, Martin C. Herbordt
FPGA-Accelerated Range-Limited Molecular Dynamics. IEEE Trans. Computers 73 (6) (2024)
Pouya Haghi, Anqi Guo, Qingqing Xiong, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Derek Schafer, Anthony Skjellum, Martin C. Herbordt
Reconfigurable switches for high performance and flexible MPI collectives. Concurr. Comput. Pract. Exp. 34 (6) (2022)
Chunshu Wu, Tong Geng, Sahan Bandara, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors. FCCM (2021)
Qingqing Xiong, Chen Yang, Pouya Haghi, Anthony Skjellum, Martin C. Herbordt
Accelerating MPI Collectives with FPGAs in the Network and Novel Communicator Support. FCCM (2020)
Pouya Haghi, Anqi Guo, Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Anthony Skjellum, Martin C. Herbordt
FPGAs in the Network and Novel Communicator Support Accelerate MPI Collectives. HPEC (2020)
Chunshu Wu, Tong Geng, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
A Communication-Efficient Multi-Chip Design for Range-Limited Molecular Dynamics. HPEC (2020)
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Chunshu Wu, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Fully integrated FPGA molecular dynamics simulations. SC (2019)
Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, Ang Li, Martin C. Herbordt
O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning. ICS (2019)
Chen Yang, Tong Geng, Tianqi Wang, Charles Lin, Jiayi Sheng, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs. ASAP (2019)
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Fully Integrated On-FPGA Molecular Dynamics Simulations. CoRR (2019)
Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Anthony Skjellum, Martin C. Herbordt
GhostSZ: A Transparent FPGA-Accelerated Lossy Compression Framework. FCCM (2019)
Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Shuaiwen Leon Song, Ang Li, Martin C. Herbordt
LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism. ASAP (2019)
Jiayi Sheng, Chen Yang, Tianqi Wang, Martin C. Herbordt
High Performance Dynamic Communication on Reconfigurable Clusters. FCCM (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing. FPL (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks. BMC Bioinform. (18) (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters. FCCM (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures. HPEC (2018)
Jiayi Sheng, Chen Yang, Martin C. Herbordt
High Performance Communication on Reconfigurable Clusters. FPL (2018)
Jiayi Sheng, Chen Yang, Ahmed Sanaullah, Michael Papamichael, Adrian M. Caulfield, Martin C. Herbordt
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics. FPL (2017)
Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah, Vipin Sachdeva, Martin C. Herbordt
OpenCL for HPC with FPGAs: Case study in molecular electrostatics. HPEC (2017)
Chen Yang, Jiayi Sheng, Aravind Sridhar, Martin C. Herbordt, Catherine Nicoloff, James B. R. Battat
An FPGA-based data acquisition system for directional dark matter detection. HPEC (2017)
Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt
Collective Communication on FPGA Clusters with Static Scheduling. SIGARCH Comput. Archit. News 44 (4) (2016)
Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt
Application-Aware Collective Communication (Extended Abstract). FCCM (2016)
Alan D. George, Martin C. Herbordt, Herman Lam, Abhijeet G. Lawande, Jiayi Sheng, Chen Yang
Novo-G#: Large-scale reconfigurable computing with direct and programmable interconnects. HPEC (2016)
Jiayi Sheng, Chen Yang, Martin C. Herbordt
Hardware-efficient compressed sensing encoder designs for WBSNs. HPEC (2015)