[Research Interests] |
[Publications] |
[Working Experiences] |
[Awards and Honors]
Research Interests
Network Economics, Online Learning (e.g., Multi-Armed Bandits), Data Trading, Database Management Systems
If you are interested in my research, please feel free to reach out to me for discussion :)
Selected Publications
- J. Cheng, N. Ding, J. C.S. Lui, and J. Huang, "Continuous Query-based Data Trading," ACM SIGMETRICS, 2024. [PDF] (Acceptance rate 10%)
- J. Cheng, X. Dai, N. Ding, J. C.S. Lui, and J. Huang, "BANCO: Drift-Aware Batched Bandits for Adaptive Proximity Graph Pruning," The ACM Web Conference (WWW), 2026. (Acceptance rate 20.1%)
- J. Cheng, X. Dai, N. Ding, J. C.S. Lui, and J. Huang, "Trading Vector Data in Vector Databases," IEEE International Conference on Data Engineering (ICDE), 2026. [PDF]
- J. Cheng, N. Ding, J. C.S. Lui, and J. Huang, "OSTOR: Online Scheduling Framework for Trading Continuous Queries," IEEE International Conference on Data Engineering (ICDE), 2025. [PDF] (Acceptance rate 19.76%)
- J. Cheng, N. Ding, J. C.S. Lui, and J. Huang, "Trading Continuous Queries," IEEE Transactions on Mobile Computing, 2025. [PDF]
- J. Cheng, N. Ding, J. C.S. Lui, and J. Huang, "COTRA: A Data Trading Framework for Multi-Source Data Cooperation," IEEE Transactions on Mobile Computing, 2025. [PDF]
- J. Cheng, N. Ding, J. C.S. Lui, and J. Huang, "Cooperative Multi-source Data Trading," IEEE Global Communications Conference (GLOBECOM), 2024. [PDF]
Working Experiences
Teaching Assistant:
- CUHKSZ EIE3280 Networks: Technology, Economics and Society
- CUHKSZ MAT2040 Linear Algebra
- CUHKSZ ECE4010 Machine Intelligence and Applications
Network Protocol R&D Engineer (Intern):
- Video Architecture Department, Video Cloud Division, Bytedance, 2020.04-2020.11
Awards and Honors
- Best Research Contributor Award, NCEL Workshop, 2024 & 2025
- AI Scholarship (Science and Engineering), CUHKSZ, 2026
- Student Travel Grant, ACM SIGMETRICS, 2024
- Director's Excellence Award, the University of Chinese Academy of Sciences, 2020
- Anniversary Scholarship (Top Tier, Only Awardee of This Level in the School), Xiamen University, 2019
- National Scholarship (Postgraduates), Ministry of Education of China, 2021
- National Scholarship (Undergraduates), Ministry of Education of China, 2016