Jianing Lou

I am a first-year Ph.D. student at the Center on Frontiers of Computing Studies (CFCS), School of Computer Science, Peking University, where I am fortunate to be advised by Prof. Shaofeng Jiang. I obtained my bachelor’s degree at Turing Class, Peking University.

I am interested in theoretical computer science, in particular algorithm design and analysis.

Email: loujn at pku dot edu dot cn

Publications

• Coresets for Kernel Clustering.
  With Shaofeng H.-C. Jiang, Robert Krauthgamer and Yubo Zhang.
  Accepted by Machine Learning, 2024.
• The Power of Uniform Sampling for k-Median.
  With Lingxiao Huang and Shaofeng H.-C. Jiang.
  In the 40th International Conference on Machine Learning (ICML 2023).
• Near-optimal Coresets for Robust Clustering.
  With Lingxiao Huang, Shaofeng H.-C. Jiang and Xuan Wu.
  In the 11th International Conference on Learning Representations (ICLR 2023 notable-top-5%).

Working Papers

• Coresets for Robust Clustering via Black-box Reductions to Vanilla Case.
  With Shaofeng H.-C. Jiang.
  Submitted.