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Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation


Sep 17, 2022
Xiaocong Chen, Siyu Wang, Lina Yao, Lianyong Qi, Yong Li


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Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey


Aug 22, 2022
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen


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Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects


Aug 13, 2022
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu

* 11 pages 

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Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences


Aug 13, 2022
Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu

* conference 

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See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity


Aug 11, 2022
Zesheng Ye, Lina Yao, Yu Zhang, Sylvia Gustin


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Deep Reinforcement Learning for Dynamic Recommendation with Model-agnostic Counterfactual Policy Synthesis


Aug 10, 2022
Siyu Wang, Xiaocong Chen, Lina Yao, Julian McAuley


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IDNP: Interest Dynamics Modeling using Generative Neural Processes for Sequential Recommendation


Aug 09, 2022
Jing Du, Zesheng Ye, Lina Yao, Bin Guo, Zhiwen Yu


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A Survey on Participant Selection for Federated Learning in Mobile Networks


Jul 08, 2022
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao


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Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review


Jul 02, 2022
Hao Wang, Bin Guo, Yating Zeng, Yasan Ding, Chen Qiu, Ying Zhang, Lina Yao, Zhiwen Yu

* 33pages, 4pages 

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