| CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture J Zhuang, J Lau, H Ye, Z Yang, Y Du, J Lo, K Denolf, S Neuendorffer, ... Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023 | 49 | 2023 |
| Mp-opu: A mixed precision fpga-based overlay processor for convolutional neural networks C Wu, J Zhuang, K Wang, L He 2021 31st International Conference on Field-Programmable Logic and …, 2021 | 24 | 2021 |
| High performance, low power matrix multiply design on acap: from architecture, design challenges and dse perspectives J Zhuang, Z Yang, P Zhou 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 17 | 2023 |
| SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration J Zhuang, Z Yang, S Ji, H Huang, AK Jones, J Hu, Y Shi, P Zhou Proceedings of the 2024 ACM/SIGDA International Symposium on Field …, 2024 | 15 | 2024 |
| Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets Z Yang, S Ji, X Chen, J Zhuang, W Zhang, D Jani, P Zhou 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 765-770, 2024 | 9 | 2024 |
| AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP Z Yang, J Zhuang, J Yin, C Yu, AK Jones, P Zhou 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 9 | 2023 |
| Refresh fpgas: Sustainable fpga chiplet architectures P Zhou, J Zhuang, S Cahoon, Y Tang, Z Yang, X Chen, Y Shi, J Hu, ... Proceedings of the 14th International Green and Sustainable Computing …, 2023 | 5 | 2023 |
| EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture P Dong, J Zhuang, Z Yang, S Ji, Y Li, D Xu, H Huang, J Hu, AK Jones, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2024 | 4 | 2024 |
| CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture J Zhuang, J Lau, H Ye, Z Yang, S Ji, J Lo, K Denolf, S Neuendorffer, ... ACM Transactions on Reconfigurable Technology and Systems 17 (3), 1-31, 2024 | 3 | 2024 |
| ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines J Zhuang, S Xiang, H Chen, N Zhang, Z Yang, T Mao, Z Zhang, P Zhou | | 2025 |
| Amortizing Embodied Carbon Across Generations S Ji, J Zhuang, Z Yang, AK Jones, P Zhou 2024 IEEE 15th International Green and Sustainable Computing Conference …, 2024 | | 2024 |
| AutoMM: Energy-Efficient Multi-Data-Type Matrix Multiply Design on Heterogeneous Programmable System-on-Chip J Zhuang, Z Yang, P Zhou arXiv preprint arXiv:2305.18698, 2023 | | 2023 |
Peipei ZhouAssistant Professor, Brown UniversityVerified email at brown.edu