References

This page summarizes a list of publication related to Taskflow. If you are using Taskflow, please cite the following paper we published at 2022 IEEE TPDS:

Conference

  1. Dian-Lun Lin, Yanqing Zhang, Haoxing Ren, Shih-Hsin Wang, Brucek Khailany and Tsung-Wei Huang, "GenFuzz: GPU-accelerated Hardware Fuzzing using Genetic Algorithm with Multiple Inputs," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, 2023
  2. Tsung-Wei Huang, "qTask: Task-parallel Quantum Circuit Simulation with Incrementality," IEEE International Parallel and Distributed Processing Symposium (IPDPS), St. Petersburg, Florida, 2023
  3. Elmir Dzaka, Dian-Lun Lin, and Tsung-Wei Huang, "Parallel And-Inverter Graph Simulation Using a Task-graph Computing System," IEEE International Parallel and Distributed Processing Symposium Workshop (IPDPSW), St. Petersburg, Florida, 2023
  4. Tsung-Wei Huang and Leslie Hwang, "Task-Parallel Programming with Constrained Parallelism," IEEE High-Performance Extreme Computing Conference (HPEC), MA, 2022
  5. Tsung-Wei Huang, "Enhancing the Performance Portability of Heterogeneous Circuit Analysis Programs," IEEE High-Performance Extreme Computing Conference (HPEC), MA, 2022
  6. Dian-Lun Lin, Haoxing Ren, Yanqing Zhang, and Tsung-Wei Huang, "From RTL to CUDA: A GPU Acceleration Flow for RTL Simulation with Batch Stimulus," ACM International Conference on Parallel Processing (ICPP), Bordeaux, France, 2022
  7. Cheng-Hsiang Chiu and Tsung-Wei Huang, "Composing Pipeline Parallelism using Control Taskflow Graph," ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC), Minneapolis, Minnesota, 2022
  8. Cheng-Hsiang Chiu and Tsung-Wei Huang, "Efficient Timing Propagation with Simultaneous Structural and Pipeline Parallelisms," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, 2022
  9. Dian-Lun Lin and Tsung-Wei Huang, "Efficient GPU Computation using Task Graph Parallelism," European Conference on Parallel and Distributed Computing (EuroPar), 2021
  10. Tsung-Wei Huang, "A General-purpose Parallel and Heterogeneous Task Programming System for VLSI CAD," IEEE/ACM International Conference on Computer-aided Design (ICCAD), CA, 2020
  11. Chun-Xun Lin, Tsung-Wei Huang, and Martin Wong, "An Efficient Work-Stealing Scheduler for Task Dependency Graph," IEEE International Conference on Parallel and Distributed Systems (ICPADS), Hong Kong, 2020
  12. Tsung-Wei Huang, Chun-Xun Lin, Guannan Guo, and Martin Wong, "Cpp-Taskflow: Fast Task-based Parallel Programming using Modern C++," IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 974-983, Rio de Janeiro, Brazil, 2019
  13. Chun-Xun Lin, Tsung-Wei Huang, Guannan Guo, and Martin Wong, "A Modern C++ Parallel Task Programming Library," ACM Multimedia Conference (MM), pp. 2284-2287, Nice, France, 2019
  14. Chun-Xun Lin, Tsung-Wei Huang, Guannan Guo, and Martin Wong, "An Efficient and Composable Parallel Task Programming Library," IEEE High-performance and Extreme Computing Conference (HPEC), pp. 1-7, Waltham, MA, 2019

Journal

  1. Dian-Lun Lin and Tsung-Wei Huang, "Accelerating Large Sparse Neural Network Inference using GPU Task Graph Parallelism," IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 33, no. 11, pp. 3041-3052, Nov 2022
  2. Tsung-Wei Huang, Dian-Lun Lin, Chun-Xun Lin, and Yibo Lin, "Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System," IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 33, no. 6, pp. 1303-1320, June 2022
  3. Tsung-Wei Huang, Dian-Lun Lin, Yibo Lin, and Chun-Xun Lin, "Cpp-Taskflow: A General-purpose Parallel Task Programming System at Scale," IEEE Transactions on Computer-aided Design of Integrated Circuits and Systems (TCAD), vol. 40, no.8, 2021

Recognition

  1. Champion of Graph Challenge at the 2020 IEEE High-performance Extreme Computing Conference
  2. Second Prize of Open-Source Software Competition at the 2019 ACM Multimedia Conference
  3. ACM SIGDA Outstanding PhD Dissertation Award at the 2019 ACM/IEEE Design Automation Conference
  4. Best Poster Award at the 2018 Official C++ Conference, voted by hundreds of C++ professionals