Dr. Guojie Song is an Associate Professor in the Department of Machine Intelligence of Peking University. He completed his Ph.D. degree in EECS of Peking University (2004). He is the vice director of the Intelligent Transportation System (ITS) of Peking University. He served as the associate editor of two well-known international journals including IEEE Transaction on Big Data and Expert Systems with Applications, the industry track chair of AIED 2017, and the senior program committee member of several top conferences including WWW(2020, 2021, SPC), IJCAI(2020, 2021, SPC) and CIKM(2019, SPC), etc. He has published over 100 papers (including about 60 CCF A/B papers), been authorized ten national invention patents, and led the writing of one monograph in the field of ITS. Two papers have been nominated as the Best Research paper Award, i.e. CIKM2019 and ADMA2020. One paper published in T-ITS has been selected as ESI paper with top citation in past six years in T-ITS journal. He led more than 20 scientific research programs, including the National Natural Science Foundation of China and the National Key Research and Development Project, etc. His research outcomes have been applied the national highway dispatching and command system. Dr. Songs research interests are data mining, machine learning, and intelligent transportation system.
1. Data Mining, Machine Learning algorithms and models 2. Graph representation learning, Graph Neural Networks 3. Intelligent Transportation System