Biography

Currently, I work in BNU-HKBU UIC as assistant professor. In 2019, I worked as research scientist in IVRL Group in EPFL on video genre classification in Switzerland. I worked as a Post-Doc in University of Fribourg in Switzerland from March 2017 to September 2018. I received my Ph.D. degree (with highest honors) in Computer Science in University of Rennes 1 in France in 2016. My Ph.D. thesis was jointly supervised by the Institut National de l’Audiovisual (INA) and the Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA). My Ph.D. thesis is about multimedia content analysis. Before my Ph.D., I worked as a research engineer in Telecom ParisTech in 2012, focusing on real time imitation of facial behavior. I obtained my M.S. degree from INP Toulouse and an engineering degree in ENSEEIHT in 2011. During my master's study, I did a six-month internship in automatic exposure time measurement at DXO Labs. I got my B.E. degree in Measuring & Control Technology and Instrumentations from Xidian University in China in 2009.

Publications

1. Dingqi Yang, Bingqing Qu, Jie Yang, Leye Wang, Philippe Cudre-Mauroux, Streaming Graph Embeddings via Incremental Neighborhood Sketching, IEEE Transactions on Knowledge and Data Engineering，2022

2. Dingqi Yang, Bingqing Qu, Philippe Cudre-Mauroux, Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities, IEEE Intelligent Systems (Intell. Syst. SJR Q1), 2020.

3. Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudre-Mauroux, LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks, IEEE Transactions on Knowledge and Data Engineering (TKDE, SJR Q1), 2020.

4. Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudre-Mauroux, Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach, In Proc. of The Web Conference (WWW'19). May. 2019, San Francisco, USA.

5. Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux, Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE) 31(3), 507-520, 2019

6. Bingqing Qu, Félicien Vallet, Jean Carrive, Guillaume Gravier, Content-based unsupervised segmentation of recurrent TV programs using grammatical inference. Multimedia Tools and Applications(MTAP), 1-29, 2017

7. Dingqi Yang, Daqing Zhang, Bingqing Qu, Philippe Cudré-Mauroux, PrivCheck: Privacy-Preserving Check-in Data Publishing for Personalized Location Based Services. In Proc. of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), 2016.

8. Dingqi Yang, Daqing Zhang, Bingqing Qu, Participatory Cultural Mapping Based on Collective Behavior Data in Location Based Social Networks. ACM Transactions on Intelligent Systems and Technology (TIST), 2016.

9. Bingqing Qu, Félicien Vallet, Jean Carrive, Guillaume Gravier, Content-Based Discovery of Multiple Structures from Episodes of Recurrent TV Programs Based on Grammatical Inference. In Proc. of the 21st International Conference of Multimedia Modeling (MMM 2015), 2015.

10. Dingqi Yang, Daqing Zhang, Longbiao Chen, Bingqing Qu, NationTelescope: Monitoring and Visualizing Large-Scale Collective Behavior in LBSNs. Journal of Network and Computer Applications (JNCA), 2015

11. Bingqing Qu, Félicien Vallet, Jean Carrive, Guillaume Gravier, Content-based inference of hierarchical structural grammar for recurrent TV programs using multiple sequence alignment. In Proc. of IEEE International Conference on Multimedia and Expo (ICME 2014), 2014.

12. Bingqing Qu, Félicien Vallet, Jean Carrive, Guillaume Gravier, Using Grammar Induction to Discover the Structure of Recurrent TV Programs. In Proc. of the 6th International Conferences on Advances in Multimedia (MMEDIA 2014), 2014.

13. Laurence Catanese, Nathan Souviraà-Labastie, Bingqing Qu, Sebastien Campion, Guillaume Gravier, Emmanuel Vincent, Frédéric Bimbot: MODIS: an audio motif discovery software. In Proc. of 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013), 2013.

14. Bingqing Qu, Sathish Pammi, Radoslaw Niewiadomski, Gérard Chollet, Estimation of FAPs and intensities of AUs based on real-time face tracking. In Proc. of the 3rd International Symposium on Facial Analysis and Animation (FAA 2012), 2012.

15. Radoslaw Niewiadomski, Sathish Pammi, Abhishek Sharma, Jennifer Hofmann, Tracey Platt, Richard Thomas Cruz, Bingqing Qu, Visual laughter synthesis: Initial approaches. In Interdisciplinary Workshop on Laughter and other Non-Verbal Vocalisations in Speech, 2012.