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Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback



Haoming Li , Feiyang Pan , Xiang Ao , Zhao Yang , Min Lu , Junwei Pan , Dapeng Liu , Lei Xiao , Qing He

* In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), July 11--15, 2021, Virtual Event, Canada. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3404835.3463045 

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GuideBoot: Guided Bootstrap for Deep Contextual Bandits



Feiyang Pan , Haoming Li , Xiang Ao , Wei Wang , Yanrong Kang , Ao Tan , Qing He

* WWW-2021 

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Trust the Model When It Is Confident: Masked Model-based Actor-Critic



Feiyang Pan , Jia He , Dandan Tu , Qing He

* NeurIPS 2020 

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GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning



Jianfeng Liu , Feiyang Pan , Ling Luo


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Towards reliable and fair probabilistic predictions: field-aware calibration with neural networks



Feiyang Pan , Xiang Ao , Pingzhong Tang , Min Lu , Dapeng Liu , Qing He


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Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings



Feiyang Pan , Shuokai Li , Xiang Ao , Pingzhong Tang , Qing He

* Accepted at SIGIR 2019 

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Policy Optimization with Model-based Explorations



Feiyang Pan , Qingpeng Cai , An-Xiang Zeng , Chun-Xiang Pan , Qing Da , Hualin He , Qing He , Pingzhong Tang

* Accepted at AAAI-19 

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Policy Gradients for General Contextual Bandits



Feiyang Pan , Qingpeng Cai , Pingzhong Tang , Fuzhen Zhuang , Qing He


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