Yuan Dai

Yuan Dai

Fifth-year PhD student at Fudan University

Publications

2026

  • LoRA: Towards Improved Applicability of Reconfigurable Architecture for Versatile Nonlinear Functions. Yuan Dai, Guibin Zou, Yuanda Yang, Huan Lin, Jianghang Lou, Yiwen Luo, Xinyu Cai, Wenbo Yin, Wai-Shing Luk, Lingli Wang. Annual International Symposium on Computer Architecture (ISCA), 2026.
  • An Agile FPGA-Overlayed CGRA SoC for High-Efficiency Computing. Jiahang Lou, Jianrong Zhang, Yuan Dai, Zewei Zhong, Huan Lin, Wenbo Yin, Lingli Wang. IEEE International Symposium on Circuits and Systems (ISCAS), 2026.
  • MOE: An Efficient Multicasting and One-Hot Encoding Hybrid Configuration Compression Technique for CGRAs. Hanyu Zhang, Yuan Dai, Wenbo Yin, Lingli Wang. IEEE International Symposium on Circuits and Systems (ISCAS), 2026.

2025

  • Hacking the Pipeline: Enabling Fine-Grain Reconfigurable Acceleration within CPU Cores. Zhengyi Zhang, Sijing Yang, Sichao Chen, Yuan Dai, Wenbo Yin, Lingli Wang. International Conference on Field-Programmable Technology (ICFPT), 2025.
  • Dependency-Aware Data Parallelism on Spatial CGRA via Constraint Satisfaction and Graph Coloring. Yuan Dai, Xuchen Gao, Huan Lin, Wenbo Yin, Wai-Shing Luk, Lingli Wang. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025.
  • Towards Efficient Logarithmic Converter Circuit Design via Constraint-driven Parameter Exploration. Guibin Zou, Yuan Dai, Wenbo Yin, Lingli Wang. IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II), 2025.
  • Adora Compiler: End-to-End Optimization for High-Efficiency Dataflow Acceleration and Task Pipelining on CGRAs. Jiahang Lou, Qilong Zhu, Yuan Dai, Zewei Zhong, Wenbo Yin, Lingli Wang. ACM/IEEE Design Automation Conference (DAC), 2025.
  • MoDAF: A Multi-objective Divide-and-Conquer Parameter Tuning Framework for CGRAs. Jingyuan Li, Yuan Dai, Wenbo Yin, Lingli Wang. ACM Transactions on Design Automation of Electronic Systems (TODAES), 2025.
  • COFFA: A Co-Design Framework for Fused-Grained Reconfigurable Architecture Towards Efficient Irregular Loop Handling. Yuan Dai, Xuchen Gao, Yunhui Qiu, Jingyuan Li, Yuhang Cao, Yiqing Mao, Sichao Chen, Wenbo Yin, Wai-Shing Luk, Lingli Wang. IEEE Transactions on Computers (TC), 2025.
  • Towards Efficient Data Parallelism on Spatial CGRA via Constraint Satisfaction and Graph Coloring. Yuan Dai, Xuchen Gao, Chen Shen, Bingbing Peng, Wenbo Yin, Wai-Shing Luk, Lingli Wang. Asia and South Pacific Design Automation Conference (ASP-DAC), 2025.

    2024

  • CGRA-HD: An Efficient Reconfigurable Accelerator for Hyperdimensional Computing (PhD Forum Paper). Jiayin Qin=, Yuan Dai=, Lingli Wang. International Conference on Field-Programmable Technology (ICFPT), 2024.
  • FCE: A Fast CGRA Architecture Exploration Framework. Sichao Chen, Yiqing Mao, Yuan Dai, Xuchen Gao, Wai-Shing Luk, Wenbo Yin, Lingli Wang. IEEE International Conference on Solid-State & Integrated Circuit Technology (ICSICT), 2024.
  • MDCRA: A Reconfigurable Accelerator Framework for Multiple Dataflow Lanes. Shaoyang Sun, Boyin Jin, Jiahang Lou, Jiangnan Li, Yuhang Cao, Jingyuan Li, Chen Shen, Yuan Dai, Wenbo Yin, Wai-Shing Luk, Lingli Wang. IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2024.
  • CDE: A Novel CGRA Development Environment with Fast Design Space Exploration Framework. Sichao Chen=, Yuan Dai=, Jide Zhang, Huizhen Kuang, Xuchen Gao, Wai-Shing Luk, Wenbo Yin, Lingli Wang. International Symposium of Electronics Design Automation (ISEDA), 2024.
  • HierCGRA: A Novel Framework for Large-scale CGRA with Hierarchical Modeling and Automated Design Space Exploration. Sichao Chen, Chang Cai, Su Zheng, Jiangnan Li, Guowei Zhu, Jingyuan Li, Yazhou Yan, Yuan Dai, Wenbo Yin, Lingli Wang. ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2024.
  • A CGRA Front-End Compiler Enabling Extraction of General Control and Dedicated Operators. Xuchen Gao, Yunhui Qiu, Yuan Dai, Wenbo Yin, Lingli Wang. Asia and South Pacific Design Automation Conference (ASP-DAC), 2024.
  • HETA: A Heterogeneous Temporal CGRA Modeling and Design Space Exploration via Bayesian Optimization. Yuan Dai, Jingyuan Li, Qilong Zhu, Yunhui Qiu, Yihan Hu, Wenbo Yin, Lingli Wang. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024.
  • TransMap: An Efficient CGRA Mapping Framework via Transformer and Deep Reinforcement Learning. Jingyuan Li, Yuan Dai, Yihan Hu, Jiangnan Li, Wenbo Yin, Jun Tao, Lingli Wang. IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2024.

    2023

  • AUGER: A Multi-Objective Design Space Exploration Framework for CGRAs. Jingyuan Li, Yihan Hu, Yuan Dai, Huizhen Kuang, Lingli Wang. International Conference on Field-Programmable Technology (ICFPT), 2023.
  • UPTRA: An Ultra-Parameterized Temporal CGRA Modeling and Optimization. Yuan Dai, Yunhui Qiu, Qilong Zhu, Jingyuan Li, Wenbo Yin, Lingli Wang. IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023.
  • PRAD: A Bayesian Optimization-based DSE Framework for Parameterized Reconfigurable Architecture Design. Bingbing Peng, Shaoyang Sun, Yuan Dai, Jingyuan Li, Yunhui Qiu, Kaihang Wang, Wenbo Yin, Lingli Wang. IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023.

    2022

    TRAM: An Open-Source Template-based Reconfigurable Architecture Modeling Framework. Yunhui Qiu, Yuhang Cao, Yuan Dai, Wenbo Yin, Lingli Wang. International Conference on Field-Programmable Logic and Applications (FPL), 2022.

    2021

  • APIR-DSP: An Approximate PIR-DSP Architecture for Error-Tolerant Applications. Yuan Dai=, Simin Liu=, Yao Lu=, Hao Zhou, Seyed Ramin Rasoulinezhad, Philip H. W. Leong, Lingli Wang. International Conference on Field-Programmable Technology (ICFPT), 2021.
  • Effectiveness Evaluation of Hardware Design Based on Vivado HLS. (In Chinese) Yuan Dai, Yuxin Bai, Wei Zhang, Xin Chen. Computer Knowledge and Technology, 2021.