Zhao Yan (赵艳)

PhD (博士生)

My Google Scholar Page | My DBLP Page

Email: zhaoyan@suda.edu.cn

Address: Soochow University, No. 333 Ganjiangdong Road, 215006, Suzhou, China

Short Biography

Yan Zhao is currently a PhD student major in Computer Science in Soochow University (advised by Prof. Kai Zheng). She received the Master degree in Geographic Information System from University of Chinese Academy of Sciences, in 2015. Her research interests include spatial database, trajectory analysis, data mining, machine learning and deep learning.

Publications (* Corresponding author)

  1. [ICDE] Yan Zhao, Kai Zheng*, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou: Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. to appear in ICDE 2020, Dallas, Texas, USA.

  2. [ICDM] Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng*: DMFP: A Dynamic Multi-faceted Fine-grained Preference Model for Recommendation. ICDM 2019, Beijing, China.

  3. [IJCAI] Jinfu Xia, Yan Zhao, Guanfeng Liu, Jiajie Xu, Min Zhang, Kai Zheng*: Profit-driven Task Assignment in Spatial Crowdsourcing. IJCAI 2019, Macau, China.

  4. [KDD] Yue Cui, Liwei Deng, Yan Zhao, Vicent W. Zheng, Bin Yao, Kai Zheng*: Hidden POI Ranking with Spatial Crowdsourcing. SIGKDD 2019, Anchorage, Alaska.

  5. [TKDE] Junhua Fang, Rong Zhang, Yan Zhao, Kai Zheng*, Xiaofang Zhou, Aoying Zhou: A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. (Accepted in Oct 2019).

  6. [TKDE] Yan Zhao, Kai Zheng*, Yang Li, Han Su, Jiajun Liu, Xiaofang Zhou: Destination-aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. IEEE Trans. Knowl. Data Eng. (Accepted in June 2019).

  7. [TKDE] Kai Zheng, Yan Zhao*, Defu Lian, Bolong Zheng, Guanfeng Liu, Xiaofang Zhou: Reference-based Framework for Spatio-temporal Trajectory Compression and Query Processing. IEEE Trans. Knowl. Data Eng. (Accepted in April 2019).

  8. [AAAI] Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang and Kai Zheng*: Preference-aware Task Assignment in Spatial Crowdsourcing. AAAI 2019, Hawaiian, USA.

  9. [DPD] Hao Zhou, Yan Zhao*, Junhua Fang, Xuanhao Chen, Kai Zeng: Hybrid route recommendation with taxi and shared bicycles. (Accepted in December 2019).

  10. [WWWJ] Anqi Zhao, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng: Temporal Paths Discovery with Multiple Constraints in Attributed Dynamic Graphs[J]. WWWJ. 1-24 (2019).

  11. [DASFAA] Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng*: Music Playlist Recommendation with Long Short-Term Memory. DASFAA 2019: 416-432, Thailand.

  12. [DASFAA] Lianming Zhou, Xuanhao Chen, Yan Zhao, Kai Zheng*: Top-K Spatio-Topic Query on Social Media Data. DASFAA 2019: 678-693, Thailand.

  13. [MTA] Junwen Lu, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng: Social Context-aware Trust Paths Finding for Trustworthy Service Provider Selection in Social Media. Multimedia Tools and Applications. 78(17): 24473-24500 (2019).

  14. [WISE] Maoxiang Hao, Zhixu Li*, Yan Zhao and Kai Zheng: Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias. WISE 2018: 345-360, Dubai.

  15. [DASFAA] Wenyan Yang, Yan Zhao, Bolong Zheng*, Guanfeng Liu and Kai Zheng: Modeling Travel Behavior Similarity with Trajectory Embedding. DASFAA 2018: 630-646, Australia.

  16. [DASFAA] Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu and Kai Zheng*: A Time-aware Path-based Publish/Subscribe Framework. DASFAA 2018: 511-528, Australia.

  17. [KDD] Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen and Kai Zheng*: REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD 2018: 2797-2806, London, UK.

  18. [CIKM] Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng*: Destination-aware Task Assignment in Spatial Crowdsourcing. CIKM 2017: 297-306, Singapore.

  19. [APWEB] Yan Zhao, Jia Zhu*, Mengdi Jia, Wenyan Yang, Kai Zheng: A Novel Hybrid Friends Recommendation Framework for Twitter. APWEB 2017: 83-97, Beijing, China.

Honors and Awards

2019.01, AAAI 2019 Travel Award

2018.08, SIGKDD 2018 Travel Award

2017.11, CIKM 2017 Travel Award

2017.09, Soochow University First-Grade Scholarship

2016.09, Soochow University Second-Grade Scholarship

2014.08, Deutscher Akademischer Austausch Dienst (DAAD) Scholarship, Germany

2013.05, University of Chinese Academy of Sciences Miyoshi Outstanding Students

2012.05, Chinese Academy of Sciences Miyoshi Outstanding Students

2011.05, Outstanding Graduate Award of Shandong Province, China