Talks

  • Invited speaker at the Complexity & Algorithms Workshop 2026 (C&A 2026), Huazhong University of Science and Technology, March 2026, "Distributionally Robust Optimization Based on Optimal Transport Theory and Its Applications".

  • Invited speaker at the 2025 Workshop on Intelligent Computing and Clustering Algorithms, Central South University, July 2025, "Relax and Merge: A Simple Yet Effective Framework for Solving Fair k-Means and k-sparse Wasserstein Barycenter Problems".

  • Invited speaker at the 13th Sino-German Frontiers of Science Symposium, Chinese Academy of Sciences, April 2024, "Robust Machine Learning Algorithm for Breast Cancer Screening".

  • Invited speaker at the 2022 Workshop on Big Data and Theoretical Computer Science, Harbin Institute of Technology, December 2022, "Sublinear and Robust Greedy Algorithms for Several High-dimensional Optimization Problems".

  • Invited speaker at the Yau Mathematical Sciences Center, Tsinghua University, June 2021, "Data-dependent Coreset for Large-scale, Robust, and Dynamic Machine Learning".

  • Invited speaker at the ITCS Seminar, Shanghai University of Finance and Economics, June 2021, "Data-dependent Coreset for Large-scale, Robust, and Dynamic Machine Learning".

  • Invited speaker at the School of Software, Shandong University, November 2020, "Towards Robust Optimization: Three Different Random Sampling Approaches".

  • Invited speaker at "Emerging Topics in Computing Symposium" in conjunction with CSE 50th anniversary of SUNY at Buffalo, September, 2017, "Balanced k-Center Clustering When k is a Constant".

  • Invited speaker in Simons Institute of the Theory and Computing, UC Berkeley, June 2017, "Protein Mover's Distance: A Geometric Approach for Global Alignment of PPI Networks".

  • Seminar Talk (invited speaker) in SUNY at Buffalo (April 2017) and Nanjing University (May 2017), "Novel Geometric Techniques for Reducing Communication Cost in Distributed Data Analysis".

  • Invited for One Hour Featured Talk in Simons Center, SUNY Stony Brook, April 2017, "Simplex Lemma And The Applications in Data Analysis".

  • Seminar Talk (invited speaker) in University of Notre Dame, August 2016, "Geometry Meets Big Data: from Theory to Practice".

  • Seminar Talk (invited speaker) in Nanjing University (April 2015), Tsinghua University (September 2015), Zhongshan University (July 2016), "Novel Geometric Algorithms for Machine Learning Problems".

  • China Theory Week (invited speaker), Beijing, China, September 2014, "Sub-linear Time Hybrid Approximations for Least Trimmed Squares Estimator and Related Problems".

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