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Publications

  • Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback [link][arXiv]
    Fang Kong, Yichi Zhou, Shuai Li.
    The 39th International Conference on Machine Learning (ICML). 2022.

  • Thompson Sampling for Bandit Learning in Matching Markets [link][arXiv]
    Fang Kong, Junming Yin, Shuai Li.
    The 31st International Joint Conference on Artificial Intelligence (IJCAI). 2022.

  • The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle [link][arXiv] [slides][poster]
    Fang Kong, Yueran Yang, Wei Chen, Shuai Li.
    The 35th Conference on Neural Information Processing Systems (NeurIPS). 2021.

  • Combinatorial Online Learning based on Optimizing Feedbacks (in Chinese) [link]
    Fang Kong, Yueran Yang, Wei Chen, Shuai Li.
    Big Data Research. 2021.

  • Online Influence Maximization under Linear Threshold Model [link][arXiv][slides][poster]
    Shuai Li, Fang Kong, Kejie Tang, Qizhi Li, Wei Chen.
    The 34th Conference on Neural Information Processing Systems (NeurIPS). 2020.

  • A Survey on Online Influence Maximization (in Chinese) [link]
    Fang Kong, Qizhi Li, Shuai Li.
    Computer Science. 2020.

Internships

  • 2022.7--               Intern at Tencent WXG as a member of the Tencent Rhino-Bird Research Elite Program, Shenzhen, China.
  • 2021.12-2022.5   Research Intern of Dr. Yichi Zhou at Microsoft Research Asia (MSRA), Beijing, China.
  • 2021.6-2021.8     Research Intern of Dr. Xue Wang and Dr. Tao Yao at Alibaba DAMO Academy, Hangzhou, China.

Professional Services

Conference Reviewer for
  • International Conference on Machine Learning (ICML) 2022
  • Conference on Neural Information Processing Systems (NeurIPS) 2022-2021

Awards

  • National Scholarship (for Ph.D. students), from the ministry of Education of China, 2022
  • Award of Excellence in Stars of Tomorrow Internship Program, Microsoft Research Asia, 2022
  • First Prize for Outstanding Ph.D. Student, John Hopcroft Center, Shanghai Jiao Tong University, 2022
  • Outstanding Graduates of Shandong Province, 2020
  • Honours Bachelor of Shandong University, 2020
  • Outstanding Undergraduate Thesis of Shandong University, 2020
  • National Scholarship (for undergraduate students), from the ministry of Education of China, 2018,2017
  • First-class scholarship for outstanding students in Shandong University, 2018,2017

Teaching Assistantships

  • CS3317 Artificial Intelligence (Undergraduate), SJTU, Fall 2022
  • CS445 Combinatorics (Undergraduate), SJTU, Fall 2021
  • CS410 Artificial Intelligence (Undergraduate), SJTU, Fall 2020