Wenjie Shang

According to our database, Wenjie Shang authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions.

Xiong-Hui Chen, Fan-Ming Luo, Yang Yu, Qingyang Li, Zhiwei Qin, Wenjie Shang, Jieping Ye

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems.

Xiong-Hui Chen, Bowei He, Yang Yu, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021

Partially observable environment estimation with uplift inference for reinforcement learning based recommendation.

Wenjie Shang, Qingyang Li, Zhiwei (Tony) Qin, Yang Yu, Yiping Meng, Jieping Ye

Mach. Learn., 2021

Offline Model-based Adaptable Policy Learning.

Xiong-Hui Chen, Yang Yu, Qingyang Li, Fan-Ming Luo, Zhiwei (Tony) Qin, Wenjie Shang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation.

Wenjie Shang, Yang Yu, Qingyang Li, Zhiwei (Tony) Qin, Yiping Meng, Jieping Ye

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019