Jialiang Zhang
Publications (11)
-
MEG: A RISCV-based system simulation infrastructure for exploring memory optimization using FPGAs and Hybrid Memory Cube (Best Paper Nominee) (2019). 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), April, 2019
-
Unleashing the Power of Soft Logic for Convolutional Neural Network Acceleration via Product Quantization (Poster) (2019). the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘19, Feb, 2019
-
Efficient Large-scale Approximate Nearest Neighbor Search on the OpenCL-FPGA (2018). Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2018
-
PQ-CNN: Accelerating Product Quantized Convolutional Neural Network (Poster) (2018). 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), April, 2018
-
Accelerating Graph Analytics By Co-Optimizing Storage and Access on an FPGA-HMC Platform (2018). Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘18, Monterey, California, USA, Feb, 2018
-
Degree-aware Hybrid Graph Traversal on FPGA-HMC Platform (2018). Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘18, Monterey, California, USA, Feb, 2018
-
Accelerating Large-Scale Graph Analytics with FPGA and HMC (Poster) (2017). 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), April, 2017
-
Challenges and Opportunities: From Near-memory Computing to In-memory Computing (INVITED) (2017). Proceedings of the 2017 ACM on International Symposium on Physical Design, ser. ISPD ‘17, Portland, Oregon, USA, Mar, 2017
-
A Mixed-Signal Data-Centric Reconfigurable Architecture Enabled by RRAM Technology (poster) (2017). Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘17, Monterey, California, USA, 2017
-
Boosting the Performance of FPGA-based Graph Processor Using Hybrid Memory Cube: A Case for Breadth First Search (2017). Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘17, Monterey, California, USA, 2017
-
Improving the Performance of OpenCL-based FPGA Accelerator for Convolutional Neural Network (2017). Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘17, Monterey, California, USA, 2017