| Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation W Shang, Y Yu, Q Li, Z Qin, Y Meng, J Ye. Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 48 | 2019 |
| Offline model-based adaptable policy learning XH Chen, Y Yu, Q Li, FM Luo, Z Qin, W Shang, J Ye Advances in Neural Information Processing Systems 34, 8432-8443, 2021 | 28 | 2021 |
| Partially observable environment estimation with uplift inference for reinforcement learning based recommendation W Shang, Q Li, Z Qin, Y Yu, Y Meng, J Ye Machine Learning 110 (9), 2603-2640, 2021 | 14 | 2021 |
| Sim2rec: A simulator-based decision-making approach to optimize real-world long-term user engagement in sequential recommender systems XH Chen, B He, Y Yu, Q Li, Z Qin, W Shang, J Ye, C Ma 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3389-3402, 2023 | 9 | 2023 |
| Method and system for constructing virtual environment for ride-hailing platforms W Shang, Q Li, Z Qin, J Ye, Y Yu, M Yiping US Patent App. 17/058,407, 2022 | 1 | 2022 |
| Reinforcement learning method for driver incentives: generative adversarial network for driver-system interactions W Shang, Q Li, Z Qin, M Yiping, Y Yu, J Ye US Patent 11,861,643, 2024 | | 2024 |
| Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions XH Chen, FM Luo, Y Yu, Q Li, Z Qin, W Shang, J Ye IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | | 2023 |
| Method and system for deep reinforcement learning and application at ride-hailing platform Q Li, T Huang, W Shang, Z Qin US Patent App. 17/242,089, 2022 | | 2022 |
| Transportation bubbling at a ride-hailing platform and machine learning W Shang, Q Li, Z Qin US Patent App. 17/220,798, 2022 | | 2022 |
| Systems and methods for simulating transportation order bubbling behavior W Shang, Q Li, Z Qin US Patent App. 17/124,704, 2022 | | 2022 |
| Method and system for uplift prediction of actions T Huang, Z Qin, Q Li, W Shang US Patent App. 17/124,763, 2022 | | 2022 |
| Offline Adaptive Policy Leaning in Real-World Sequential Recommendation Systems XH Chen, Y Yu, Q Li, ZT Qin, W Shang, Y Meng, J Ye | | 2020 |
| A Simulator-based Decision-Making Approach to Sequential Recommender Systems with Application in Ride-hailing Platform XH Chen, Y Yu, Q Li, B He, Z Qin, W Shang, J Ye | | 2018 |
| Development and application of traffic flow information collecting and analysis system based on multi-type video M Lu, W Shang, X Ji, M Hua, K Cheng Sixth International Conference on Electronics and Information Engineering …, 2015 | | 2015 |
