Scholar
Qingpeng Cai
Google Scholar ID: uU6s1tYAAAAJ
Kuaishou Technology
Citations & Impact
Citations
1,295
H-index
20
i10-index
24
Publications
20
Co-authors
11
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Awarded the 2024 Qian Weichang Prize for Chinese Information Processing Science and Technology (First Prize in Natural Sciences); Dual-track championships in the NeurIPS 2024 Auto-Bidding in Large-Scale Auctions Competition; Proposed the Generative Model for RL (G4RL) bidding paradigm, increasing the platform's revenue by more than 3%; Published multiple papers including 'TemporalExpertNet: Cross-Temporal Knowledge Reuse for Promotion-Aware CVR Prediction'.
Research Experience
- Currently a Senior Staff Research Scientist at Kuaishou Technology, responsible for business optimization and technical management.
Education
- Ph.D. from Institute for Interdisciplinary Information Sciences (IIIS) at Tsinghua University; B.E. from Nanjing University.
Background
- Core research focuses on Reinforcement Learning and its applications to Large Language Models and practical domains (Recommender Systems and Advertising).
Miscellany
- Serves as Area Chair, Organizer, and Program Committee member for top-tier machine learning conferences such as NeurIPS, ICLR, AAMAS, CIKM, ICML, WWW, and AAAI.
