Publications

Journal Publications

[J4] Yujie Wu#, Bizhao Shi# (# denotes the equal contributions), Zhong Zheng, Hanle Zheng, Fangwen Yu, Xue Liu, Guojie Luo, and Lei Deng. “Adaptive Spatiotemporal Neural Networks through Complementary Hy- bridization”, in the Nature Communications (NatComm), 2024.

[J3] Sunan Zou, Jiaxi Zhang, Bizhao Shi, and Guojie Luo. “PowerSyn: A Logic Synthesis Framework with Early Power Optimization”, in the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Early Access.

[J2] Tuo Dai, Bizhao Shi, and Guojie Luo. “Weave: Abstraction and Integration Flow for Accelerators of Generated Modules”, in the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Early Access.

[J1] Bizhao Shi, Jiaxi Zhang, Zhuolun He, Xuechao Wei, Sicheng Li, Guojie Luo, Hongzhong Zheng, and Yuan Xie. “Efficient Super-Resolution System With Block-Wise Hybridization and Quantized Winograd on FPGA”, in the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Vol: 42: Issue: 11, November 2023, pp.3910-3924.

Conference Publications

[C13] Sunan Zou, Bizhao Shi, Ziyun Zhang, and Guojie Luo. “MuSA: Multi-Sketch Accelerator with Hybrid Parallelism and Coalesced Memory Organization,” to appera in the Proceedings of the 42nd International Conference on Computer Design (ICCD), Nov, 2024. [Acceptance Email]

[C12] Bizhao Shi, Tuo Dai, Sunan Zou, Ximing Wei, and Guojie Luo. “ImageMap: Enabling Efficient Mapping from Image Processing DSL to CGRA,” in the Proceedings of the 30th International European Conference on Parallel and Distributed Computing (Euro-Par), Aug, 2024.

[C11] Tuo Dai, Bizhao Shi, and Guojie Luo. “G^2PM: Performance Modeling for ACAP Architecture with Dual-Tiered Graph Representation Learning”, in the Proceedings of 2024 Design Automation Conference (DAC), Jun, 2024.

[C10] Bizhao Shi, Tuo Dai, Jiaxi Zhang, Xuechao Wei, and Guojie Luo. “PT-Map: Efficient Program Transformation Optimization for CGRA Mapping”, in the Proceedings of 2024 Design Automation Conference (DAC), Jun, 2024.

[C9] Sunan Zou, Jiaxi Zhang, Bizhao Shi, and Guojie Luo. “BESWAC: Boosting Exact Synthesis via Wiser SAT Solver Call”, in the Proceedings of 2024 Design Automation and Test in Europe (DATE), Mar, 2024.

[C8] Tuo Dai, Bizhao Shi, and Guojie Luo. “WideSA: A High Array Utilization Mapping Scheme for Uniform Recurrences on the Versal ACAP Architecture”, in the Proceedings of 2024 Design Automation and Test in Europe (DATE), Mar, 2024.

[C7] Bizhao Shi, Jieran Zhang, and Guojie Luo. “F-TFM: Accelerating Total Focusing Method for Ultrasonic Array Imaging on FPGA”, in the Proceedings of 2023 International Conference on Field-Programmable Technology (FPT), Dec, 2023.

[C6] Xiong Wang, Jun Huang, Bizhao Shi, Zhe Ou, Guojie Luo, Linghe Kong, Daqing Zhang, and Chenren Xu. “RF-SIFTER: Sifting Signals at Layer-0.5 to Mitigate Wideband Cross-Technology Interference for IoT”, in the Proceedings of the 29th Annual International Conference on Mobile Computing and Networking (MobiCom), Jul, 2023.

[C5] Tuo Dai, Bizhao Shi, and Guojie Luo. “Weave: Abstraction for Accelerator Integration of Generated Modules”, in International Symposium on Field Programmable Gate Arrays (FPGA), Feb, 2023.

[C4] Sicheng Li, Chen Bai, Xuechao Wei, Bizhao Shi, Yen-Kuang Chen, and Yuan Xie. “2022 ICCAD CAD Contest Problem C: Microarchitecture Design Space Exploration”, in the Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Oct, 2022.

[C3] Jiaxi Zhang, Qiuyang Gao, Yijiang Guo, Bizhao Shi, Guojie Luo. “EasyMAC: Design Exploration-Enabled Multiplier-Accumulator Generator Using a Canonical Architectural Representation”, in the Proceedings of the 27th Asia and South Pacific Design Automation Conference (ASP-DAC), Jan, 2022. (Invited)

[C2] Zhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun, and Guojie Luo. “BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices”, in the Proceedings of the 58th ACM/IEEE Design Automation Conference (DAC), Dec, 2021.

[C1] Bizhao Shi, Zhucheng Tang, Guojie Luo, and Ming Jiang. “Winograd-Based Real-Time Super-Resolution System on FPGA”, in the Proceedings of 2019 International Conference on Field-Programmable Technology (FPT), Dec, 2019.