Jiang, Shaofeng

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Jiang, Shaofeng

Assistant Professor

Research Interests: Theoretical Computer Science, Algorithms in Massive Datasets, Approximation Algorithms, Online Algorithms

Office Phone: +86 (0)10 6275-0349

Email: shaofeng.jiang@pku.edu.cn

https://users.aalto.fi/~jiangs3/


I am an assistant professor at Peking University. Before joining PKU, I worked as an assistant professor at Aalto University, and I was a postdoctoral researcher at the Weizmann Institute of Science, hosted by Robert Krauthgamer. I obtained my PhD under the supervision of Hubert Chan from the University of Hong Kong, and bachelor's degree from Shandong University.

My research field is theoretical computer science, and I am interested in algorithms in a broad sense. Currently, I am working on algorithms for massive data sets, approximation algorithms and online algorithms.


Teaching

· I teach Selected Topics in Social Networks and Markets at Peking University.

· I taught the 2021 Spring offering of the Programming 2 (CS-A1120) course at Aalto University (use guest role to access).

· I had been the coach of HKU ACM-ICPC Team during September 2014 - August 2017.


Research

Preprints

· Coresets for Kernel Clustering. Shaofeng H.-C. Jiang, Robert Krauthgamer, Jianing Lou, Yubo Zhang.

· Streaming Algorithms for Geometric Steiner Forest. Artur Czumaj, Shaofeng H.-C. Jiang, Robert Krauthgamer, Pavel Veselý.


Journal Papers

· SPIN: BSP Job Scheduling With Placement-Sensitive Execution. Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Wanli Cao, Xiaoming Fu, Lan Zhang, Francis C. M. Lau. ToN 2021.

· Asymptotically Optimal Online Caching on Multiple Caches With Relaying and Bypassing. Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Mingxia Li. ToN 2021.

· A Unified PTAS for Prize Collecting TSP and Steiner Tree Problem in Doubling Metrics. T-H. Hubert Chan, Haotian Jiang, Shaofeng H.-C. Jiang. TALG 2020.

· OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds. Zhenhua Han, Haisheng Tan, Xiang-Yang Li, Shaofeng H.-C. Jiang, Yupeng Li, Francis C.M. Lau. ToN 2019.

· Joint Online Coflow Routing and Scheduling in Data Center Networks. Haisheng Tan, Shaofeng H.-C. Jiang, Yupeng Li, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han, Francis C.M. Lau. ToN 2019.

· A PTAS for the Steiner Forest Problem in Doubling Metrics. T-H. Hubert Chan, Shuguang Hu, Shaofeng H.-C. Jiang. SICOMP 2018.

· Online Submodular Maximization with Free Disposal. T.-H. Hubert Chan, Zhiyi Huang, Shaofeng H.-C. Jiang, Ning Kang, Zhihao Gavin Tang. TALG 2018.

· Reducing Curse of Dimensionality: Improved PTAS for TSP (with Neighborhoods) in Doubling Metrics. T-H. Hubert Chan, Shaofeng H.-C. Jiang. TALG 2018.


Conference Papers

· Online Facility Location with Predictions. Shaofeng H.-C. Jiang, Erzhi Liu, You Lyu, Zhihao Gavin Tang, Yubo Zhang. ICLR 2022.

· Coresets for Clustering with Missing Values. Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu. NeurIPS 2021 (spotlight).

· Coresets for Clustering in Excluded-minor Graphs and Beyond. Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu. SODA 2021.

· Coresets for Clustering in Graphs of Bounded Treewidth. Daniel Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu. ICML 2020.

· Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation. Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Xiaoming Fu, Wanli Cao, Francis C.M. Lau. INFOCOM 2020.

· Online Dispatching and Scheduling of Jobs with Heterogeneous Utilities in Edge Computing. Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Nikolaos Freris, XiangYang Li. Mobihoc 2020.

· Coresets for Clustering with Fairness Constraints. Lingxiao Huang, Shaofeng H.-C. Jiang, Nisheeth Vishnoi. NeurIPS 2019.

· Coresets for Ordered Weighted Clustering. Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu. ICML 2019.

· Camul: Online Caching on Multiple Caches with Relaying and Bypassing. Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Liuyan Liu, Kai Han, Qinglin Zhao. INFOCOM 2019.

· epsilon-Coresets for Clustering (with Outliers) in Doubling Metrics. Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu. FOCS 2018.

· A Unified PTAS for Prize Collecting TSP and Steiner Tree Problem in Doubling Metrics. T-H. Hubert Chan, Haotian Jiang, Shaofeng H.-C. Jiang. ESA 2018.

· Online Submodular Maximization Problem with Vector Packing Constraint. T-H. Hubert Chan, Shaofeng H.-C. Jiang, Zhihao Gavin Tang, Xiaowei Wu. ESA 2017.

· Online Submodular Maximization with Free Disposal: Randomization Beats 1/4 for Partition Matroids. T-H. Hubert Chan, Zhiyi Huang, Shaofeng H.-C. Jiang, Ning Kang, Zhihao Gavin Tang. SODA 2017.

· A PTAS for the Steiner Forest Problem in Doubling Metrics. T-H. Hubert Chan, Shuguang Hu, Shaofeng H.-C. Jiang. FOCS 2016.

· Efficient Online Coflow Routing and Scheduling. Yupeng Li, Shaofeng H.-C. Jiang, Haisheng Tan, Chenzi Zhang, Guihai Chen, Jipeng Zhou, Francis C.M. Lau. Mobihoc 2016.

· Reducing Curse of Dimensionality: Improved PTAS for TSP (with Neighborhoods) in Doubling Metrics. T-H. Hubert Chan, Shaofeng H.-C. Jiang. SODA 2016.

· Revealing Optimal Thresholds for Generalized Secretary Problem via Continuous LP: Impacts on Online K-Item Auction and Bipartite K-Matching with Random Arrival Order. T-H. Hubert Chan, Fei Chen, Shaofeng H.-C. Jiang. SODA 2015.