Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yefeng Zheng

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Stabilized Medical Image Attacks


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

* ICLR 2021 (Spotlight) 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Ensembled ResUnet for Anatomical Brain Barriers Segmentation


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Finding Influential Instances for Distantly Supervised Relation Extraction


Sep 17, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng


  Access Paper or Ask Questions

Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks


Sep 06, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shilei Cao, Shao-Lun Huang, Buyue Qian, Yefeng Zheng


  Access Paper or Ask Questions

Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback


Sep 06, 2020
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng


  Access Paper or Ask Questions

MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint


Jul 30, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* The first two authors contributed equally 

  Access Paper or Ask Questions

TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification


Jul 29, 2020
Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng

* MICCAI 2020 

  Access Paper or Ask Questions

Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling


Jul 29, 2020
Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng

* MICCAI 2020 

  Access Paper or Ask Questions

Learning Crisp Edge Detector Using Logical Refinement Network


Jul 24, 2020
Luyan Liu, Kai Ma, Yefeng Zheng

* Accepted by MICCAI2020 

  Access Paper or Ask Questions

Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning


Jul 22, 2020
Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng

* MICCAI 2020 

  Access Paper or Ask Questions

Instance-aware Self-supervised Learning for Nuclei Segmentation


Jul 22, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* MICCAI 2020; The first two authors contributed equally 

  Access Paper or Ask Questions

Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations


Jul 22, 2020
Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng

* MICCAI 2020 early accept; Code and pretrained models available at http://github.com/funnyzhou/C2L_MICCAI2020 

  Access Paper or Ask Questions

GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy


Jul 21, 2020
Shaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng

* MICCAI2020 

  Access Paper or Ask Questions

Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications


Jul 21, 2020
Lijun Gong, Kai Ma, Yefeng Zheng

* MICCAI2020 

  Access Paper or Ask Questions

A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation


Jul 20, 2020
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng

* MICCAI 2020 

  Access Paper or Ask Questions

Deep Image Clustering with Category-Style Representation


Jul 20, 2020
Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng

* Accepted at ECCV 2020. Project address: https://github.com/sKamiJ/DCCS 

  Access Paper or Ask Questions