Shenghua Liu is a full Professor at the Institute of Computing Technology, Chinese Academy of Sciences. He received his Ph.D. degree from the Computer Science and Technology Department, Tsinghua University. He once visited at the University of California, Los Angeles, hosted by Prof. Lei He, and as a scholar at Carnegie Mellon University, hosted by Prof. Christos Faloutsos. His current research focuses on big graph mining, large language models (LLMs), and scalable algorithm design, with recent interests in applying LLMs to graph analysis, and trustworthy foundation models. Two of about 60 high-quality publications have been recognized as ``best paper'' award and candidate respectively.