Lijie Chen, Anupam Gupta, Jian Li, Mingda Qiao, Ruosong Wang. Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration. In the 30th Annual Conference on Learning Theory(COLT 2017).
Lingjie Duan, Longbo Huang, Cedric Langbort, Alexey Pozdnukhov, Jean Walrand, and Lin Zhang. Human-in-the-Loop Mobile Networks: A Survey of Recent Advancements. IEEE Journal of Selected Areas in Communications - Special Issue on Human-in-the-loop Mobile Networks (JSAC), vol. 35, No. 4, April 2017.
S. Supittayapornpong, L. Huang and M. J. Neely. Time-Average Optimization with Nonconvex Decision Set and its Convergence. IEEE Trans. on Automatic Control (TAC), Vol. 62, Issue 8, pp.4202-4208, March 2017.
Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, and Georgios B. Giannakis. Two-scale Stochastic Control for Multipoint Communication Systems with Renewables. IEEE Transactions on Smart Grid (TSG 2017).
Longbo Huang. Intelligence of Smart Systems: Model, Bounds and Algorithms. IEEE/ACM Transactions on Networking (TON), Vol 25, issue 5, pp. 2960-2973, October 2017.
Lijie Chen, Jian Li, Mingda Qiao. Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection. The 20th International Conference on Artificial Intelligence and Statistics(AISTAT 2017).
Guoliang Li , Chengliang Chai , Ju Fan , Xueping Weng , Jian Li, Yudian Zheng, Yuanbing Li , Xiang Yu , Xiaohang Zhang, Haitao Yuan. CDB: A Crowd-Powered Database. .
Lingxiao Huang, Jian Li. Stochastic k-Center and j-Flat-Center Problems. Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms ,pp.110-129,2017.
Weiran Shen, Zihe Wang. Hotelling-Downs Model with Limited Attraction. 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017).
Nan Tang, Guoliang Li, Jian Li. Cleaning Relations using Knowledge Bases. Shuang Hao. The 33th IEEE International Conference on Data Engineering (ICDE),2017.
Dong Wang, Wei Cao, Jian Li, Jieping Ye. DeepSD: Supply-Demand Prediction for Online Car-hailing Services using Deep Neural Networks. The 33th IEEE International Conference on Data Engineering (ICDE), 2017.
Hu Ding, Lunjia Hu, Huang Lingxiao and Jian Li. Capacitated Center Problems with Two-Sided Bounds and Outliers. Workshop on Algorithms and Data Structures (WADS),pp.325-336,2017.
Ran Duan, Tianyi Zhang. Improved Distance Sensitivity Oracles via Tree Partitioning. In the Algorithms and Data Structures Symposium (WADS 2017).
Ran Duan, Le Zhang. Faster Worst-Case Update Time for Dynamic Subgraph Connectivity. In the Algorithms and Data Structures Symposium (WADS 2017).
Ran Duan, Seth Pettie. Connectivity Oracles for Graphs Subject to Vertex Failures. Proceedings of the 24th ACM-SIAM Symposium on Discrete Algorithms (SODA 2017).
Ran Duan, Seth Pettie, Hsin-Hao Su. Scaling Algorithms for Weighted Matching in General Graphs. Proceedings of the 24th ACM-SIAM Symposium on Discrete Algorithms (SODA 2017).
Shaoquan Zhang, Longbo Huang, Minghua Chen, and Xin Liu. Proactive Serving Decreases User Delay Exponentially: The Light-tailed Service Time Case. IEEE/ACM Transactions on Networking (TON), vol. 25, issue 2, 708-723, April 2017.
Longbo Huang. The Value-of-Information in Matching with Queues. IEEE/ACM Transactions on Networking (TON), vol. 25, issue 1, pp. 29-42, Feb 2017.