Sheu is the founder of the IEEE International Conferences of Semantic Computing (ICSC), Artificial Intelligence for Industries (ai4i), Transdisciplinary AI (TransAI), Conversational Data and Knowledge Engineering (CDKE), Graph Computing (GC), Humanized Computing and Communication (HCC), Content & Activity Engineering (CAE), and the Computer Society Technical Committee on Semantic Computing (TCSEM). He is the founding editor-in-chief of the International Journal of Semantic Computing (IJSC) and the Encyclopedia with Semantic Computing and Robotic Intelligence (ESCRI). He also is a co-founder of the IEEE International Conferences on Artificial Intelligence and Virtual Reality (AIVR), Multimedia Big Data (BigMM), Robotic Computing (IRC), and Artificial Intelligence and Knowledge Engineering (AIKE).