She holds esteemed positions as a Professor, Doctoral Supervisor, and Deputy Dean of the School of Electronic Information Engineering, and is recognized as a reserve candidate for the role of academic and technological leader in Sichuan Province. Additionally, she serves in pivotal roles as the President of the Sichuan Artificial Intelligence Society, Deputy Secretary-General of the Information Professional Committee of the Sichuan Petroleum Society, and Deputy Secretary-General of the Intelligent Systems Engineering Professional Committee of the Chinese Association for Artificial Intelligence. Furthermore, she contributes her expertise as a member of the Editorial Board of the Journal of Chengdu Technological University and as an expert in government affairs information for Mianyang City. She also serves as a project evaluation expert for the Chengdu-Chongqing Twin City Economic Circle and as a review expert for various national and provincial-level projects, including the National Defense 173 Program and the National Natural Science Foundation of China.

She has dedicated herself to the research of artificial intelligence prediction and decision-making analysis in open and dynamic environments for years. She has led or been a key researcher in three National Natural Science Foundation projects, four Sichuan Provincial Science and Technology Planning projects, and a fund from a national key laboratory. Additionally, she has spearheaded more than ten research projects for enterprises like China National Petroleum Corporation, and has been awarded a second-prize in Scientific and Technological Progress by the China Petroleum and Chemical Industry Automation Application Association. As the lead author, she has published over thirty SCI papers in prestigious journals such as Pattern Recognition and TCSVT, widely recognized in the industry. Her papers have garnered numerous citations from top scholars in leading journals. One of her papers published in ESWA has been cited by Nature Communications and was comprehensively reviewed in an entire chapter of the book "Active Learning Query Strategies for Classification, Regression, and Clustering: A Survey," achieving a total of 121 citations on Google Scholar. She holds more than 20 authorized invention patents and 11 software copyrights.