Jinming Zhuang

According to our database, Jinming Zhuang authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR.

Erwei Wang, Samuel Bayliss, Andra Bisca, Zachary Blair, Sangeeta Chowdhary, Kristof Denolf, Jeff Fifield, Brandon Freiberger, Erika Hunhoff, Phil James-Roxby, Jack Lo, Joseph Melber, Stephen Neuendorffer, Eddie Richter, Andre Rosti, Javier Setoain, Gagandeep Singh, Endri Taka, Pranathi Vasireddy, Zhewen Yu, Niansong Zhang, Jinming Zhuang

CoRR, October, 2025

AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration.

Zhuoping Yang, Jinming Zhuang, Xingzhen Chen, Alex K. Jones, Peipei Zhou

Proceedings of the International Conference for High Performance Computing, 2025

ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems.

Shixin Ji, Xingzhen Chen, Jinming Zhuang, Wei Zhang, Zhuoping Yang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines.

Jinming Zhuang, Shaojie Xiang, Hongzheng Chen, Niansong Zhang, Zhuoping Yang, Tony Mao, Zhiru Zhang, Peipei Zhou

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

Towards Accelerator Customization in Real-time Safety-critical Systems.

Shixin Ji, Xingzhen Chen, Wei Zhang, Zhuoping Yang, Jinming Zhuang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

Ph.D. Project ARIES: Efficient Mapping and Automated Compilation for AMD Versal Devices.

Jinming Zhuang, Peipei Zhou

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture.

Peiyan Dong, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Yanyu Li, Dongkuan Xu, Heng Huang, Jingtong Hu, Alex K. Jones, Yiyu Shi, Yanzhi Wang, Peipei Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture.

Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou

ACM Trans. Reconfigurable Technol. Syst., September, 2024

Amortizing Embodied Carbon Across Generations.

Shixin Ji, Jinming Zhuang, Zhuoping Yang, Alex K. Jones, Peipei Zhou

Proceedings of the 15th IEEE International Green and Sustainable Computing Conference, 2024

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration.

Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou

Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2024

Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets.

Zhuoping Yang, Shixin Ji, Xingzhen Chen, Jinming Zhuang, Weifeng Zhang, Dharmesh Jani, Peipei Zhou

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

AutoMM: Energy-Efficient Multi-Data-Type Matrix Multiply Design on Heterogeneous Programmable System-on-Chip.

Jinming Zhuang, Zhuoping Yang, Peipei Zhou

CoRR, 2023

REFRESH FPGAs: Sustainable FPGA Chiplet Architectures.

Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones

Proceedings of the 14th International Green and Sustainable Computing Conference, 2023

AIM: Accelerating Arbitrary-Precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP.

Zhuoping Yang, Jinming Zhuang, Jiaqi Yin, Cunxi Yu, Alex K. Jones, Peipei Zhou

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture.

Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

High Performance, Low Power Matrix Multiply Design on ACAP: from Architecture, Design Challenges and DSE Perspectives.

Jinming Zhuang, Zhuoping Yang, Peipei Zhou

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2021

MP-OPU: A Mixed Precision FPGA-based Overlay Processor for Convolutional Neural Networks.

Chen Wu, Jinming Zhuang, Kun Wang, Lei He

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021