Dong Zheng

Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation

Ruohan Zhan, Changhua Pei, Qiang Su et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 82 citations · Full text

Computing, Data Science, Causal Inference +14

Multi-Task Recommendations with Reinforcement Learning

Ziru Liu, Jiejie Tian, Qingpeng Cai et al. · 2023 · 42 citations · Full text

Computing, Computer Science, Machine Learning +9

Two-Stage Constrained Actor-Critic for Short Video Recommendation

Qingpeng Cai, Zhenghai Xue, Chi Zhang et al. · 2023 · 38 citations

Computing, Computer Science, Machine Learning +11

Exploration and Regularization of the Latent Action Space in Recommendation

Shuchang Liu, Qingpeng Cai, Bowen Sun et al. · 2023 · 37 citations · Full text

Computing, Computer Science, Machine Learning +12

Reinforcing User Retention in a Billion Scale Short Video Recommender System

Qingpeng Cai, Shuchang Liu, Xueliang Wang et al. · 2023 · 33 citations

Computing, Computer Science, Machine Learning +15