Jinming Zhuang

24 papers A* 1A 7B 2Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration.
SC
Zhuoping Yang, Jinming Zhuang, Xingzhen Chen, Alex K. Jones, Peipei Zhou
2025 J jnl
AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration.
CoRR
Zhuoping Yang, Jinming Zhuang, Xingzhen Chen, Alex K. Jones, Peipei Zhou
2025 A conf
ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines.
FPGA
Jinming Zhuang, Shaojie Xiang, Hongzheng Chen, Niansong Zhang, Zhuoping Yang, Tony Mao, Zhiru Zhang, Peipei Zhou
2025 — conf
ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems.
ACM Great Lakes Symposium on VLSI
Shixin Ji, Xingzhen Chen, Jinming Zhuang, Wei Zhang, Zhuoping Yang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou
2025 A conf
DERCA: DetERministic Cycle-Level Accelerator on Reconfigurable Platforms in DNN-Enabled Real-Time Safety-Critical Systems.
RTSS
Shixin Ji, Zhuoping Yang, Xingzhen Chen, Wei Zhang, Jinming Zhuang, Alex K. Jones, Zheng Dong, Peipei Zhou
2025 J jnl
From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR.
CoRR
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 Roesti, Javier Setoain, Gagandeep Singh, Endri Taka, Pranathi Vasireddy, Zhewen Yu, Niansong Zhang, Jinming Zhuang
2025 Misc conf
Ph.D. Project ARIES: Efficient Mapping and Automated Compilation for AMD Versal Devices.
FCCM
Jinming Zhuang, Peipei Zhou
2025 A conf
Towards Accelerator Customization in Real-time Safety-critical Systems.
FPGA
Shixin Ji, Xingzhen Chen, Wei Zhang, Zhuoping Yang, Jinming Zhuang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou
2024 — conf
Amortizing Embodied Carbon Across Generations.
IGSC
Shixin Ji, Jinming Zhuang, Zhuoping Yang, Alex K. Jones, Peipei Zhou
2024 J jnl
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture.
ACM Trans. Reconfigurable Technol. Syst.
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
2024 B conf
Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets.
ASPDAC
Zhuoping Yang, Shixin Ji, Xingzhen Chen, Jinming Zhuang, Weifeng Zhang, Dharmesh Jani, Peipei Zhou
2024 J jnl
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
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
2024 A conf
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration.
FPGA
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2024 J jnl
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration.
CoRR
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2023 A conf
AIM: Accelerating Arbitrary-Precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP.
ICCAD
Zhuoping Yang, Jinming Zhuang, Jiaqi Yin, Cunxi Yu, Alex K. Jones, Peipei Zhou
2023 J jnl
AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP.
CoRR
Zhuoping Yang, Jinming Zhuang, Jiaqi Yin, Cunxi Yu, Alex K. Jones, Peipei Zhou
2023 J jnl
AutoMM: Energy-Efficient Multi-Data-Type Matrix Multiply Design on Heterogeneous Programmable System-on-Chip.
CoRR
Jinming Zhuang, Zhuoping Yang, Peipei Zhou
2023 A conf
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture.
FPGA
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
2023 J jnl
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture.
CoRR
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
2023 J jnl
Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets.
CoRR
Zhuoping Yang, Shixin Ji, Xingzhen Chen, Jinming Zhuang, Weifeng Zhang, Dharmesh Jani, Peipei Zhou
2023 A* conf
High Performance, Low Power Matrix Multiply Design on ACAP: from Architecture, Design Challenges and DSE Perspectives.
DAC
Jinming Zhuang, Zhuoping Yang, Peipei Zhou
2023 — conf
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures.
IGSC
Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2023 J jnl
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures.
CoRR
Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2021 B conf
MP-OPU: A Mixed Precision FPGA-based Overlay Processor for Convolutional Neural Networks.
FPL
Chen Wu, Jinming Zhuang, Kun Wang, Lei He