| 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 | 909 | 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 | 424 | 2017 |
| 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 | 299 | 2004 |
| 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 | 247 | 2019 |
| 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 | 203 | 2006 |
| 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 | 196 | 2018 |
| 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 | 175 | 2008 |
| Channel gating neural networks W Hua, Y Zhou, CM De Sa, Z Zhang, GE Suh Advances in Neural Information Processing Systems, 1884-1894, 2019 | 140 | 2019 |
| 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 | 107 | 2006 |
| 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 | 106* | 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 | 104 | 2018 |
| 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 | 99 | 2018 |
| 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 | 97 | 2020 |
| 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 | 94 | 2004 |
| SDC-based modulo scheduling for pipeline synthesis Z Zhang, B Liu 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 211-218, 2013 | 92 | 2013 |
| 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 | 89 | 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 | 87 | 2020 |
| Instruction set extension with shadow registers for configurable processors J Cong, Y Fan, G Han, A Jagannathan, G Reinman, Z Zhang Proceedings of the 2005 ACM/SIGDA 13th international symposium on Field …, 2005 | 78 | 2005 |
| High-level power estimation and low-power design space exploration for FPGAs D Chen, J Cong, Y Fan, Z Zhang Proceedings of the 2007 Asia and South Pacific Design Automation Conference …, 2007 | 74 | 2007 |
| 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 | 67 | 2020 |
Jingsheng Jason CongVolgenau Chair for Engineering Excellence, Computer Science and Electrical Engineering, UniversityEmail verificata su cs.ucla.edu
