Language Understanding with Knowledge Graphs, in IDEAL 2017.
Important Grants
“Complex knwledge representation, acquisition and applications based on cognitive intelligence”, Shanghai Science and Technology Innovation Action Plan No.21511100400, 2021/09-2024/08, 980k(CNY), PI.
“Auto engine problem solving system based on knowledge graphs”, United Automotive Electronic Systems Co., Ltd. 2020/09-2021/05, 940k(CNY), PI.
“Outlier group mining and behavior prediction based on mobile big data”, National NSF of China, United Project No.U1636207, 2017/01-2020/12, 2,520k(CNY), attendance.
“Construction, annotation and visualization of big biological knowledge base”, National key research and development plan of China No.2017YFC1201203, 2017/10-2020/10, 4,700k(CNY), attendance.
“Personalized service platform based on big data”, Shanghai Municipal Education Commission, 2015/03-2016/06, 500k(CNY), PI.
Academic Experiences
Review Editor of Frontiers in Big Data, PhD Forum and Posters Track Co-chair of ASONAM 2022.
PC member: KDD 2022, AAAI 2019~2022, ICKG 2020, PIC 2020~2021.
Patents
A crowd profiling system and method based on Weibo tags, CNID: 201310481674.3
A personalized recommender system based on Chinese knowledge graph, CNID: 201310565133.9
A deep recommendation model based on Gaussian Distribution Embeddings, CNID: 201910920671.2
A session-based recommendation model incorporating user micro-behaviors and knowledge graph, CNID: 202010822297.5
Teaching Courses
Big Data Communication and New Media Analysis, since spring 2018
User Behavior Analysis on New Media, since spring 2018