Accelerating transfer entropy computation. - Shengjia Shao; Ce Guo; Wayne Luk; Stephen Weston (FPT, 2014)

Map-reduce inspired loop parallelization on CGRA. - Shengjia Shao; Shouyi Yin; Leibo Liu; Shaojun Wei (ISCAS, 2014)

MapReduce inspired loop mapping for coarse-grained reconfigurable architecture. - Shouyi Yin; Shengjia Shao; Leibo Liu; Shaojun Wei (Sci. China Inf. Sci., 2014)

Recursive pipelined genetic propagation for bilevel optimisation. - Shengjia Shao; Liucheng Guo; Ce Guo; Thomas C. P. Chau; David B. Thomas; Wayne Luk; Stephen Weston (FPL, 2015)

Dataflow design for optimal incremental SVM training. - Shengjia Shao; Oskar Mencer; Wayne Luk (FPT, 2016)

Customised pearlmutter propagation: A hardware architecture for trust region policy optimisation. - Shengjia Shao; Wayne Luk (FPL, 2017)

Towards Hardware Accelerated Reinforcement Learning for Application-Specific Robotic Control. - Shengjia Shao; Jason Tsai; Michal Mysior; Wayne Luk; Thomas Chau 001; Alexander Warren; Ben Jeppesen (ASAP, 2018)

Hardware architectures for machine learning training. - Shengjia Shao (2018)