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Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models



Han Liu , Bingning Wang , Ting Yao , Haijin Liang , Jianjin Xu , Xiaolin Hu

* Submitted to Neurips 2022 

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A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism



Han Liu , Siyang Zhao , Xiaotong Zhang , Feng Zhang , Junjie Sun , Hong Yu , Xianchao Zhang

* Accepted to SIGIR 2022 

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Large-Scale Multi-Document Summarization with Information Extraction and Compression



Ning Wang , Han Liu , Diego Klabjan


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Wasserstein Distributionally Robust Optimization via Wasserstein Barycenters



Tim Tsz-Kit Lau , Han Liu


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Learning to Infer Belief Embedded Communication



Guo Ye , Han Liu , Biswa Sengupta


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Switch Trajectory Transformer with Distributional Value Approximation for Multi-Task Reinforcement Learning



Qinjie Lin , Han Liu , Biswa Sengupta


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Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data



Can Cui , Han Liu , Quan Liu , Ruining Deng , Zuhayr Asad , Yaohong WangShilin Zhao , Haichun Yang , Bennett A. Landman , Yuankai Huo


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ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities



Han Liu , Yubo Fan , Hao Li , Jiacheng Wang , Dewei Hu , Can Cui , Ho Hin Lee , Ipek Oguz


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Modeling and Validating Temporal Rules with Semantic Petri-Net for Digital Twins



Han Liu , Xiaoyu Song , Ge Gao , Hehua Zhang , Yu-Shen Liu , Ming Gu

* Preprint submitted to 29th International Workshop on Intelligent Computing in Engineering (EG-ICE) 

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Synthetic CT Skull Generation for Transcranial MR Imaging-Guided Focused Ultrasound Interventions with Conditional Adversarial Networks



Han Liu , Michelle K. Sigona , Thomas J. Manuel , Li Min Chen , Charles F. Caskey , Benoit M. Dawant

* Accepted by SPIE Medical Imaging 2022 

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