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Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries


Aug 16, 2022
Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang

* kgTransformer; Accepted to KDD 2022 

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HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information


Aug 06, 2022
Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris

* MICCAI MAD Workshop 2022 

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What is Healthy? Generative Counterfactual Diffusion for Lesion Localization


Jul 25, 2022
Pedro Sanchez, Antanas Kascenas, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris

* Accepted at the Deep Generative Models workshop at MICCAI 2022 

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When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition


Jul 23, 2022
Bohan Li, Ye Yuan, Dingkang Liang, Xiao Liu, Zhilong Ji, Jinfeng Bai, Wenyu Liu, Xiang Bai

* ECCV 2022 

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BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion


Jul 16, 2022
Fanglin Chen, Xiao Liu, Bo Tang, Feiyu Xiong, Serim Hwang, Guomian Zhuang

* 8 pages, [email protected] 

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Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers


Jul 14, 2022
Weng Lam Tam, Xiao Liu, Kaixuan Ji, Lilong Xue, Xingjian Zhang, Yuxiao Dong, Jiahua Liu, Maodi Hu, Jie Tang


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On Curating Responsible and Representative Healthcare Video Recommendations for Patient Education and Health Literacy: An Augmented Intelligence Approach


Jul 13, 2022
Krishna Pothugunta, Xiao Liu, Anjana Susarla, Rema Padman


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Why patient data cannot be easily forgotten?


Jun 29, 2022
Ruolin Su, Xiao Liu, Sotirios A. Tsaftaris

* Ruolin Su and Xiao Liu contributed equally. Accepted by MICCAI 2022 

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vMFNet: Compositionality Meets Domain-generalised Segmentation


Jun 29, 2022
Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris

* Accepted by MICCAI 2022 

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Physics-Informed Statistical Modeling for Wildfire Aerosols Process Using Multi-Source Geostationary Satellite Remote-Sensing Data Streams


Jun 23, 2022
Guanzhou Wei, Venkat Krishnan, Yu Xie, Manajit Sengupta, Yingchen Zhang, Haitao Liao, Xiao Liu


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