Chen, Xiaocong

1. On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems
   2023/08/22 by Chen, Xiaocong, Wang, Siyu, McAuley, Julian +2 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
2. Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems
   2022/08/13 by Zhou, Guanglin, Huang, Chengkai, Chen, Xiaocong +4 · 3 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
3. Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems
   2024/03/26 by Wang, Siyu, Chen, Xiaocong, Yao, Lina · 5 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
4. Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
   2023/04/17 by Wang, Siyu, Chen, Xiaocong, Sheng, Quan Z. +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
5. Generative Inverse Deep Reinforcement Learning for Online Recommendation
   2020/11/04 by Chen, Xiaocong, Yao, Lina, Sun, Aixin +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
6. Generative Adversarial U-Net for Domain-free Medical Image Augmentation
   2021/01/12 by Chen, Xiaocong, Li, Yun, Yao, Lina +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
7. A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions
   2021/09/08 by Chen, Xiaocong, Yao, Lina, McAuley, Julian +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation
   2022/08/10 by Wang, Siyu, Chen, Xiaocong, Yao, Lina +2 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
9. Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
   2023/04/17 by Siyu Wang, Wang, Siyu, Xiaocong Chen +5 · 3 citations
   Computer Science · Psychology · #Reinforcement Learning in Robotics #Digital Mental Health Interventions
10. Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference
    2021/05/03 by Chen, Xiaocong, Yao, Lina, Wang, Xianzhi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
11. Diffusion Policies for Risk-Averse Behavior Modeling in Offline Reinforcement Learning
    2024/03/26 by Chen, Xiaocong, Wang, Siyu, Yu, Tong +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation
    2024/06/02 by Chen, Xiaocong, Wang, Siyu, Yao, Lina · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)