| 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 | 21 | 2023 |
| 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 | 8 | 2023 |
| 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 | 4 | 2023 |
| REFRESH FPGAs: Sustainable FPGA Chiplet Architectures P Zhou, J Zhuang, S Cahoon, Y Tang, Z Yang, X Chen, Y Shi, J Hu, ... arXiv preprint arXiv:2312.02991, 2023 | 3 | 2023 |
| 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 | 2 | 2024 |
| 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 | | 2024 |
| Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference S Ji, Z Yang, X Chen, J Hu, Y Shi, AK Jones, P Zhou arXiv preprint arXiv:2403.04976, 2024 | | 2024 |
| Towards Carbon Modeling of Cloud Servers with Accelerators S Ji, Z Yang, S Cahoon, AK Jones, P Zhou arXiv preprint arXiv:2401.06270, 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, University of Pittsburgh; PhD'19 CS UCLAVerified email at pitt.edu
