Qilian (Vision) Yu

Ph.D.

Senior AI Scientist

Electronic Arts

Email: qyu@ea.com

Publications

1. L. Zhang, Z. Zhang, X. Wang, Q. Yu, and Y. Chen, “On the puncturing patterns for punctured polar codes,” in 2014 IEEE International Symposium on Information Theory (ISIT),. IEEE, 2014, pp. 121–125.

2. Q. Yu, E. L. Xu, and S. Cui, "Submodular maximization with multi-knapsack constraints and its applications in scientific literature recommendations," in 2016 IEEE Global Conference on Signal and Information Processing(GlobalSIP),. IEEE, Dec. 2016, pp. 1295-1299.

3. E. L. Xu, X. Qian, Q. Yu, H. Zhang, and S. Cui, "Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application," In Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, pp. 760-761. ACM, 2017.

4. Q. Yu, H. Li, Y. Liao, and S. Cui, "Multi-Action Credit Distribution based Single-Pass Influence Maximization in Social Networks," submitted to ICASSP 2018.

5. Q. Yu, H. Li, Y. Liao, and S. Cui, "Fast Budgeted Influence Maximization over Multi-Action Event Log," IEEE Access, 2018.

6. J. Young, W. Yang, S. Young, and Q. Yu, "Presently Untitled: Data Mapping of 2016 US Presidential Election Twitter Activity, Phase III." In Proceedings of the 2017 ACM on Multimedia Conference, pp. 580-581. ACM, 2017.

7. Q. Yu, L. Xu, and S. Cui, "Streaming Algorithms for News and Scientific Literature Recommendation: Monotone Submodular Maximization With a-Knapsack Constraint." IEEE Access, 2018.

8. M. Wu, Y. Zhu, Q. Yu, and etc, "A recommender system for heterogeneous and time sensitive environment". Proceedings of the 13th ACM Conference on Recommender Systems, pp. 210-218. ACM, 2019.

Projects

1. Community Detection in Attributed Heterogeneous Information Networks

2. Network Formulation based on Deep Neural Network Proactive Learning over Large Graphs

3. Multi-Action Credit Distribution based Single-Pass Influence Maximization in Social Networks

4. Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for GWAS

5. d-Knapsack Submodular Maximization and its Applications in Scientific Literature Recommendations

6. Submodular Streaming in Real-time News Recommendation

7. In-game Item and Message Recommendation across Hetergenous Network.

Issued Patents

1. Low-delay Progressive Decoding Method of Rateless Code (CN 20141035606)

2. Data Segmenting and Packaging Method for Physical Layer Rateless Code Transmission (CN 20141035980)

3. Stop-wait Method for Physical Layer Rateless Code Transmission (CN 201410135143)

4. Adaptive Pipeline Method for Physical Layer Rateless Code Transmission (CN 201410136267)

5. Pipeline Method for Physical Layer Rateless Code Transmission (CN 201410135621)

6. Information Sharing System based on Bar Code Identification (CN 202677457)

7. Learning Assistant based on Wireless Networking and Radio Frequency Identification (CN 201220430153)

8. Schoolbag Intelligent Management Device (CN 200720008541)