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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.
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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.
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Professional Services
Conference Reviewer for
- International Conference on Machine Learning (ICML) 2022
- Conference on Neural Information Processing Systems (NeurIPS) 2022-2021
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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
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Teaching Assistantships
- CS3317 Artificial Intelligence (Undergraduate), SJTU, Fall 2022
- CS445 Combinatorics (Undergraduate), SJTU, Fall 2021
- CS410 Artificial Intelligence (Undergraduate), SJTU, Fall 2020
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