publications

Selected papers, posters, and research artifacts.

2025

  1. ICPE
    HeteroBench: Multi-kernel Benchmarks for Heterogeneous Systems
    Hongzheng Tian, Alok Mishra, Zhiheng Chen, Rolando P. Hong Enriquez, Dejan Milojicic, Eitan Frachtenberg, and Sitao Huang
    In Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
    DOI HTML Code
  2. TACO
    A Sparsity-Aware Autonomous Path Planning Accelerator with HW/SW Co-Design and Multi-Level Dataflow Optimization
    Yifan Zhang, Xiaoyu Niu, Hongzheng Tian, Yanjun Zhang, Bo Yu, Shaoshan Liu, and Sitao Huang
    ACM Transactions on Architecture and Code Optimization, 2025
    DOI HTML

2024

  1. arXiv
    Optimized Spatial Architecture Mapping Flow for Transformer Accelerators
    Haocheng Xu, Faraz Tahmasebi, Ye Qiao, Hongzheng Tian, Hyoukjun Kwon, and Sitao Huang
    arXiv preprint arXiv:2410.07407, 2024
    arXiv HTML
  2. SC
    CoVA: Compiler for Versatile Architectures
    Hongzheng Tian, Alok Mishra, and Sitao Huang
    In ACM Student Research Competition Poster, SC24: International Conference for High Performance Computing, Networking, Storage, and Analysis, 2024
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  3. ICCAD
    A Sparsity-Aware Autonomous Path Planning Accelerator with Algorithm-Architecture Co-Design
    Yanjun Zhang, Xiaoyu Niu, Yifan Zhang, Hongzheng Tian, Bo Yu, Shaoshan Liu, and Sitao Huang
    In Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024
    DOI HTML
  4. FPGA
    Accelerating Autonomous Path Planning on FPGAs with Sparsity-Aware HW/SW Co-Optimizations
    Xiaoyu Niu, Yanjun Zhang, Yifan Zhang, Hongzheng Tian, Bo Yu, Shaoshan Liu, and Sitao Huang
    In Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2024
    DOI HTML

2023

  1. DAC
    Late Breaking Results: PyAIE: A Python-based Programming Framework for Versal ACAP Platforms
    Hongzheng Tian, Shining Yang, Yoonha Cha, and Sitao Huang
    In 2023 60th ACM/IEEE Design Automation Conference (DAC), 2023
    DOI HTML
  2. LATTE
    PyAIE: A Python-based Compiler Framework for Versal ACAP Platforms
    Hongzheng Tian, Shining Yang, Yoonha Cha, and Sitao Huang
    In Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE ’23), 2023
    HTML PDF
  3. TCAS-II
    FPGA Implementation of Associative Processors
    Hongzheng Tian, Mohammed E. Fouda, Minjun Seo, and Fadi J. Kurdahi
    IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
    DOI HTML