Time: 11:00-12:00, 12 January 2026
Speaker: Zihao Jiao is an Associate Professor in the School of Computer Science and Artificial Intelligence at Beijing Technology and Business University. He received his PhD in management from Beijing Institute of Technology in 2020 and was a visiting doctoral student at Purdue University. He won the INFORMS student best paper award. His papers have been published in journals including Service Science and Omega. He has led National Natural Science Foundation of China general, young scholar, and special cooperation projects, and participated in several key and general projects.
Abstract:
This seminar, titled "Digitalization and Intelligentization of Scientific Research: System Architecture and Application Scenarios of AI-IDE," systematically introduces how AI-IDE embeds large model capabilities into the full research workflow and builds an integrated R&D environment covering literature, data, code, experiments, writing, and collaboration. It first presents the overall architecture: an interaction layer for dialogue, editors, and plug-ins; a knowledge layer for literature libraries and personal knowledge bases; an execution layer for code running and tool use; and a governance layer for version control, permissions and auditing, and traceable logs, with emphasis on evidence chains and reproducibility. It then discusses typical application scenarios, including topic selection and literature review generation, rapid reproduction and method validation, data processing and experiment management, paper writing and citation standards, and team collaboration and project accumulation. The seminar concludes by discussing risks and boundaries in implementation, including hallucination prevention, data and privacy compliance, result verification mechanisms, and how to balance efficiency gains with academic norms.
