I am currently an associate researcher at Microsoft Research Asia (MSRA) Machine Learning Group, headed by Professor Tie-yan Liu. I received my Ph.D. degree from Institute for Interdisciplinary Information Sciences (IIIS) at Tsinghua University in 2018, under the supervision of Prof. Jian Li.
Before that, I received the B. Sc degree from Department of Computer Science at Wuhan University in 2013.
My research interest mainly lies in the applied machine learning, especially for those algorithms which work generally in real applications.
- BRITS: Bidirectional Recurrent Imputation for Time Series, Wei Cao, Dong Wang,Jian Li, Hao Zhou, Lei Li, Yitan Li (NeurIPS 2018)
- When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks, Dong Wang, Juanbo Zhang, Wei Cao, Yu Zheng, Jian Li (AAAI 2018)
- DeepSD: Supply-Demand Prediction for Online Car-hailing Services using Deep Neural Networks, Dong Wang, Wei Cao, Jian Li, Jieping Ye. (ICDE2017)
- k-Regret Minimizing Set: Efficient Algorithms and Hardness. Wei Cao, Jian Li, Haitao Wang, Kangning Wang, Ruosong Wang, Raymond Chi-Wing Wong and Wei Zhan (ICDT 2017)
- Automatic User Identification Method across Heterogeneous Mobility Data Souces. Wei Cao, Zhengwei Wu, Dong Wang, Jian Li, Haishan Wu. In International Conference on Data Engineering (ICDE2016).
- ETCPS: An Effective and Scalable Traffic Condition Prediction System, Dong Wang, Wei Cao, Mengwen Xu and Jian Li The 21st International Conference on Database Systems for Advanced Applications (DASFAA 2016)
- On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs. Wei Cao, Jian Li, Yufei Tao, Zhize Li. Neural Information Processing Systems (NIPS), 2015.
- Balanced Splitting on Weighted Intervals. Wei Cao, Jian Li, Shimin Li, and Haitao Wang. Operation Research Letters, 2015.
- Toutiao AI Lab (2017.07-2017.10)
- Didi Chuxing, Bigdata Lab (2015.11-2016.1)
- Baidu, Bigdata Lab (2015.3-2015.8)
- Microsoft, Search Tech Center (2012.7-2012.10)
- Software Development Engineer Intern
Room 4-609, FIT-Building, Tsinghua University