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Optimizing DDPM Sampling with Shortcut Fine-Tuning


Feb 01, 2023
Ying Fan, Kangwook Lee

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Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance


Dec 13, 2022
Dohyun Kwon, Ying Fan, Kangwook Lee

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* 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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POEM: Out-of-Distribution Detection with Posterior Sampling


Jun 28, 2022
Yifei Ming, Ying Fan, Yixuan Li

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* Thirty-ninth International Conference on Machine Learning (2022) 
* ICML 2022 (Long Talk); First two authors contributed equally 

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Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling


Apr 29, 2021
Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu

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Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions


Nov 20, 2020
Ying Fan, Yifei Ming

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Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction


Jun 29, 2020
Pi Qi, Xiaoqiang Zhu, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Kun Gai

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Efficient Model-Free Reinforcement Learning Using Gaussian Process


Dec 11, 2018
Ying Fan, Letian Chen, Yizhou Wang

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* 10 pages 

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Deep Interest Evolution Network for Click-Through Rate Prediction


Nov 06, 2018
Guorui Zhou, Na Mou, Ying Fan, Qi Pi, Weijie Bian, Chang Zhou, Xiaoqiang Zhu, Kun Gai

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* 9 pages. Accepted by AAAI 2019 

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