Education
Teaching, Talks, Services, Tutorials, and Partner Program
Teaching
- Introduction to Data Science
- Graph Machine Learning
- Formal Languages and Automata
- Computer Fundamentals and C Programming
Talks
- WWW24_Tutorial: Towards Graph Foundation Models [Part I] [Part II] [Part III]
- Graph Structure Learning [pdf]
- 图神经网络的设计空间与开源实践 [pdf]
- 开放环境下图神经网络与应用 [pdf]
- Graph Pre-training [pdf]
- Learning Mechanism of Graph Neural Network [pdf]
- ADL22-异质图神经网络: 模型、预训练与应用 [Introduction] [Model] [Pretraining] [Application] [Conclusion]
- KDD21_Tutorial: Heterogeneous Graph Neural Network Concepts, Models and Applications [pdf]
- CIKM19_Tutorial: Recent Developments of Deep Heterogeneous Information Network Analysis [Part I] [Part II] [Part III] [Part IV] [Part V]
- 基于异质信息网络的推荐讲习报告: Heterogeneous Information Network based Recommendation [pdf]
Services
- Organizer of a serial of HENA workshops ("Heterogeneous information network analysis and applications") held by KDD21, CIKM19 et al.
- Organizer of a serial of MuNFA workshops (“Multi-view Network Fusion and Analysis”) held by IEEE DSC.
- Organizer of a serial of Social Network Analysis and Mining workshops held by CCDM and CCFAI.
- PC Chair of SMP2021, Area Chair of SMP2017 and CCKS19.
- Workshop in Netscix 2018: Invited talk: Heterogeneous information network based recommendation.
- CCF ADL 2017: Invited talk: Heterogeneous Information Network Modelling and Analysis.
- Social Computing Submit 2016: Keynote speech "Heterogeneous Information Network Analysis and Applications".
- ECOLE 2015: Keynote speech "Evolutionary Multi-objective Machine Learning".
- IEEE / ACM Member, Member of China Computer Federation; Senior Member of Chinese Association for Artificial Intelligence.
- Youth AE of SCI journal "Frontiers of Computer Science", Initial Editor of 《Annual Review of Artificial Intelligence》.
- Reviewer of international journals including IEEE TPAMI，IEEE TKDE, IEEE TKDD, IEEE TPDS, ACM TIST, PLOS et al.; (senior) PC Member of conferences including KDD, WWW, ACL, AAAI, IJCAI et al.; Reviewer of NFSC proposals.
Tutorials
Partner Program
We welcome motivated students to join our lab as interns and research assistants. Please see the partner program for details and recruitment information.