| High-level synthesis for FPGAs: From prototyping to deployment J Cong, B Liu, S Neuendorffer, J Noguera, K Vissers, Z Zhang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2011 | 1050 | 2011 |
| Accelerating binarized convolutional neural networks with software-programmable fpgas R Zhao, W Song, W Zhang, T Xing, JH Lin, M Srivastava, R Gupta, ... Proceedings of the 2017 ACM/SIGDA International Symposium on Field …, 2017 | 506 | 2017 |
| Improving Neural Network Quantization without Retraining using Outlier Channel Splitting R Zhao, Y Hu, J Dotzel, C De Sa, Z Zhang International Conference on Machine Learning, 7543-7552, 2019 | 366 | 2019 |
| Reverse engineering convolutional neural networks through side-channel information leaks W Hua, Z Zhang, GE Suh Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 313 | 2018 |
| Application-specific instruction generation for configurable processor architectures J Cong, Y Fan, G Han, Z Zhang Proceedings of the 2004 ACM/SIGDA 12th international symposium on Field …, 2004 | 307 | 2004 |
| An efficient and versatile scheduling algorithm based on SDC formulation J Cong, Z Zhang Proceedings of the 43rd annual Design Automation Conference, 433-438, 2006 | 224 | 2006 |
| MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product N Srivastava, H Jin, J Liu, D Albonesi, Z Zhang 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 221 | 2020 |
| Channel gating neural networks W Hua, Y Zhou, CM De Sa, Z Zhang, GE Suh Advances in Neural Information Processing Systems, 1884-1894, 2019 | 216 | 2019 |
| AutoPilot: A platform-based ESL synthesis system Z Zhang, Y Fan, W Jiang, G Han, C Yang, J Cong High-Level Synthesis: From Algorithm to Digital Circuit, 99-112, 2008 | 206 | 2008 |
| HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Reconfigurable Computing YH Lai, Y Chi, Y Hu, J Wang, CH Yu, Y Zhou, J Cong, Z Zhang Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 168* | 2019 |
| Rosetta: A Realistic High-Level Synthesis Benchmark Suite for Software Programmable FPGAs Y Zhou, U Gupta, S Dai, R Zhao, N Srivastava, H Jin, J Featherston, ... Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018 | 158 | 2018 |
| GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding C Deng, Z Zhao, Y Wang, Z Zhang, Z Feng 2020 International Conference on Learning Representations (ICLR), 2020 | 142 | 2020 |
| The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and Design Methodologies for Fast Chips S Davidson, S Xie, C Torng, K Al-Hawai, A Rovinski, T Ajayi, L Vega, ... IEEE Micro 38 (2), 30-41, 2018 | 129 | 2018 |
| Fast and Accurate Estimation of Quality of Results in High-Level Synthesis with Machine Learning S Dai, Y Zhou, H Zhang, E Ustun, EFY Young, Z Zhang 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018 | 128 | 2018 |
| Tensaurus: A Versatile Accelerator for Mixed Sparse-Dense Tensor Computations N Srivastava, H Jin, S Smith, H Rong, D Albonesi, Z Zhang 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 125 | 2020 |
| FPGA HLS Today: Successes, Challenges, and Opportunities J Cong, J Lau, G Liu, S Neuendorffer, P Pan, K Vissers, Z Zhang ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (4), 1-42, 2022 | 119 | 2022 |
| Platform-based behavior-level and system-level synthesis J Cong, Y Fan, G Han, W Jiang, Z Zhang 2006 IEEE International SOC Conference, 199-202, 2006 | 112 | 2006 |
| SDC-based modulo scheduling for pipeline synthesis Z Zhang, B Liu 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 211-218, 2013 | 109 | 2013 |
| FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations Y Zhang, J Pan, X Liu, H Chen, D Chen, Z Zhang The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 105 | 2021 |
| Architecture and synthesis for on-chip multicycle communication J Cong, Y Fan, G Han, X Yang, Z Zhang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2004 | 104 | 2004 |
Jingsheng Jason CongVolgenau Chair for Engineering Excellence, Computer Science and Electrical Engineering, UniversityVerified email at cs.ucla.edu
