MLBDBI 2019

Welcome Dr.Yanhao Wang from National University of Singapore, Singapore to be committee member！

Dr.Yanhao Wang, National University of Singapore, Singapore

Research Area: 

Theory: streaming algorithm; submodular optimization; coresets; sketches; graph algorithm.

Applications: data stream analytics (influence tracking, summarization, web search, outlier detection);

graph mining (pattern search, motif discovery, influence analysis); spatial-temporal data management

Research Experience:

List of Publications (in Chronological Order)

1. Yanhao Wang , Yuchen Li, and Kian-Lee Tan. 2019. “Coresets for Minimum Enclosing Balls over Sliding Windows”. In The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019) , pp. 314–323.

2. Yanhao Wang , Yuchen Li, and Kian-Lee Tan. 2019. “Semantic and Influence aware k-Representative Queries over Social Streams”. In Advances in Database Technology - 22nd International Conference on Extending Database Technology (EDBT 2019), pp. 181–192.

3. Mo Sha, Yuchen Li, Yanhao Wang , Wentian Guo, and Kian-Lee Tan. 2018. “River: A Real-time Influence Monitoring System on Social Media Streams”. In 2018 IEEE International Conference on Data Mining Workshops (ICDMW 2018, demo), pp. 1429–1434.

4. Yanhao Wang , Yuchen Li, and Kian-Lee Tan. 2018. “Efficient Representative Subset Selection over Sliding Windows”. IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 31, no. 7, pp. 1327-1340.

5. Yanhao Wang , Yuchen Li, and Kian-Lee Tan. 2018. “A Sliding-Window Framework for Representative Subset Selection”. In 2018 IEEE 34th International Conference on Data Engineering (ICDE 2018) , pp. 1268– 1271.

6. Yanhao Wang , Yuchen Li, Ju Fan, and Kian-Lee Tan. 2018. “Location-aware Influence Maximization over Dynamic Social Streams.” ACM Transactions on Information Systems (TOIS), vol. 36, no. 4, article no. 43.