Shengjia Shao

Recursive pipelined genetic propagation for bilevel optimisation

Wayne Luk, David B. Thomas, Stephen Weston, 2015, 2015 25th International Conference on Field Programmable Logic and Applications (FPL).

Hardware architectures for machine learning training

Shengjia Shao, 2018 .

Towards Hardware Accelerated Reinforcement Learning for Application-Specific Robotic Control

Wayne Luk, Jason Tsai, Thomas C. P. Chau, 2018, 2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Accelerating transfer entropy computation

Wayne Luk, Stephen Weston, Ce Guo, 2014, 2014 International Conference on Field-Programmable Technology (FPT).

Dataflow design for optimal incremental SVM training

Wayne Luk, Oskar Mencer, Shengjia Shao, 2016, 2016 International Conference on Field-Programmable Technology (FPT).

Customised pearlmutter propagation: A hardware architecture for trust region policy optimisation

Wayne Luk, Shengjia Shao, 2017, 2017 27th International Conference on Field Programmable Logic and Applications (FPL).

MapReduce inspired loop mapping for coarse-grained reconfigurable architecture

Leibo Liu, Shouyi Yin, Shaojun Wei, 2014, Science China Information Sciences.

Map-reduce inspired loop parallelization on CGRA

Leibo Liu, Shouyi Yin, Shaojun Wei, 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS).