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RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation


Jul 19, 2021
Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng

* 5 pages, 3 figures, IEEE ISBI 2021 

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Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration


Jul 15, 2021
Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong

* 11 pages, version 1 

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Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint


Jun 30, 2021
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* An extension of our MICCAI paper 

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Residual Moment Loss for Medical Image Segmentation


Jun 27, 2021
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng


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PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction


Jun 18, 2021
Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Ming Xu, Yefeng Zheng

* Accepted by ACL 2021 

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Prototypical Graph Contrastive Learning


Jun 17, 2021
Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang


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PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System


Jun 16, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng


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LE-NAS: Learning-based Ensenble with NAS for Dose Prediction


Jun 12, 2021
Yi Lin, Yanfei Liu, Jingguang Liu, Guocai Liu, Kai Ma, Yefeng Zheng


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The Medical Segmentation Decathlon


Jun 10, 2021
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso


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Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation


Jun 03, 2021
Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jayender Jagadeesan, Kai Ma, Yefeng Zheng, Xiu Li

* 11 pages, to appear in MICCAI 2021 

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Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval


May 27, 2021
Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng

* ACL2021 

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Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting


May 25, 2021
Yi Cheng, Siyao Li, Bang Liu, Ruihui Zhao, Sujian Li, Chenghua Lin, Yefeng Zheng

* Accepted by ACL 2021 (long paper) 

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OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding


May 24, 2021
Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng

* Accepted by Findings of ACL 2021 

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Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding


May 19, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng

* Accepted by IJCAI 2021 

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Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management


Apr 10, 2021
Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng

* NAACL 2021 
* 9 pages 

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Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation


Mar 30, 2021
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng

* IPMI 2021 

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Stabilized Medical Image Attacks


Mar 09, 2021
Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng

* ICLR 2021 (Spotlight) 

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Lifelong Learning based Disease Diagnosis on Clinical Notes


Mar 05, 2021
Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng

* Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'21) 

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MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures


Feb 26, 2021
Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng


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Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion


Jan 27, 2021
Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu

* 12 pages, 6 figures. To appear in The Web Conference (WWW) 2021 

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Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation


Jan 18, 2021
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao


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Ensembled ResUnet for Anatomical Brain Barriers Segmentation


Jan 04, 2021
Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng


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A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks


Dec 17, 2020
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou


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RC-SSFL: Towards Robust and Communication-efficient Semi-supervised Federated Learning System


Dec 08, 2020
Yi Liu, Xingliang Yuan, Ruihui Zhao, Yifeng Zheng, Yefeng Zheng


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An Industry Evaluation of Embedding-based Entity Alignment


Nov 07, 2020
Ziheng Zhang, Jiaoyan Chen, Xi Chen, Hualuo Liu, Yuejia Xiang, Bo Liu, Yefeng Zheng

* accepted by COLING 2020 

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