About me
I am a Ph.D. student in Advanced Networking and System Research Laboratory (ANSRLab), supervised by Chair Professor John C.S. Lui (ACM/IEEE Fellow, Fellow of HKAES) at the Department of Computer Science & Engineering, The Chinese University of Hong Kong (CUHK). Before that, I obtained my honor bachelor degree (Advanced Class, GPA: 3.95/4.0) from the Department of Electronics and Information Engineering at Huazhong University of Science and Technology (HUST).
Research
I am passionate about data-driven online sequential decision-making under uncertainty, such as reinforcement learning and bandit algorithms, which enhance decision-making through continuous learning from new data and strategy adjustments. My focus also includes developing and refining online learning algorithms for diverse applications such as web recommendation systems, multimedia platforms, computer networks, and large language models. I aim to create efficient, scalable solutions with provable learning efficiency and strong generalizability guarantees in these areas. I welcome opportunities for collaboration—please feel free to contact me (E-mail: xiangxdai0@gmail.com).
Selected Awards
- 2024-2027, Huawei PhD Fellowship
- 2023-2027, CUHK Vice-Chancellor’s PhD Scholarship
(Only 30 PhD students in the whole university of CUHK) - 2022, Pacemaker to Merit Student
(The highest honor in HUST, awarded to 20 students from all undergraduate grades, from National Scholarship recipients across the university, ≈0.07%) - 2023, Honour Bachelor
(The highest honor for graduates in HUST on academic performance, 199/6500≈3%) - 2022, National Scholarship
- 2023, Xiaomi Special First-Class Scholarship
(With an invitation to visit Xiaomi Headquarters)
Internships and Research Experiences
- 2024.06-2024.08, Intern at Huawei 2012 Lab as a member of “Huawei Brave Star” Program, Hangzhou, China; Leader: Distinguished Professor Haibo Chen (ACM/IEEE Fellow, Huawei Fellow).
- 2023.06-2023.08, Research Intern of Prof. Chuan Wu at the University of Hong Kong, Hong Kong, China.
- 2020.09-2023.06, Research Intern of Prof. Peng Yang at Multimedia and Communication Network Center, Wuhan, China.