2020年

会议

  1. B. Zhou, S. Kevin Zhou . DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior . CVPR (2020), 4273-4282, Seattle .
  2. C. Peng, W. Lin, R. Chellappa, and S. Kevin Zhou . Towards multi-sequence MR image recovery from undersampled k-space data . MIDL (2020) .
  3. C. Peng, W.-A. Lin, H. Liao, R. Chellappa, S. Kevin Zhou . SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis . CVPR (2020), 7750-7759, Seattle .
  4. Han Li, Hu Han, and S. Kevin Zhou . Bounding maps for universal lesion detection . MICCAI 2020 .
  5. L. Xiao, Y. Peng, L. Jeff, Z. Ke, S. Yang . Training Artificial Neural Networks by Generalized Likelihood Ratio Method: An Effective Way to Improve Robustness . IEEE 16th International Conference on Automation Science and Engineering (CASE)（2020） .
  6. Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou . Miss the point: Targeted adversarial attack on multiple landmark detection . MICCAI 2020 .
  7. W. Wang, Q. Song, J. Zhou, R. Feng, T. Chen, W. Ge, D.Z. Chen, S. Kevin Zhou, W. Wang, and J. Wu . Dual-level selective transfer learning for intrahepatic cholangiocarcinoma segmentation in non-enhanced abdominal CT . MICCAI 2020 .
  8. Y. Lyu, W. Lin, H. Liao, J. Lu, and S. Kevin Zhou . Encoding metal mask projection for metal artifact reduction in computed tomography . MICCAI 2020 .
  9. Z. Huang, Y. Ding, G. Song, L. Wang, R. Geng, H. He, S. Du, X. Liu, Y. Tian, Y. Liang, S. Kevin Zhou, and J. Chen . BCData: A large-scale dataset and benchmark for cell detection and counting . MICCAI 2020 .
  10. Z. Shen, Y. Chen, S. Kevin Zhou, B. Georgescu, X. Liu and T.S. Huang . Learning a self-inverse network for bidirectional MRI image synthesis . ISBI (2020), 1765-1769 .
  11. Anjing Luo, Pengpeng Zhao, Yanchi Liu, Fuzhen Zhuang, Deqing Wang, Jiajie Xu, Junhua Fang and Victor Sheng . Collaborative Self-Attention Network for Session-based Recommendation . IJCAI 2020, July11-17, Yokahama, Japan .
  12. Dongbo Xi, Fuzhen Zhuang, Bowen Song, Yongchun Zhu, Shuai Chen, Dan Hong, Tao Chen, Xi Gu, Qing He . Neural Hierarchical Factorization Machines for User's Event Sequence Analysis . SIGIR20 short paper, July 25-30, 2020, Xi'an, China .
  13. Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Cheng, Fen Lin, Qing He . Domain Adaptation with Category Attention Network for Deep Sentiment Analysis . WWW’20, April 20–24, 2020, Taipei，pp.: 3133-3139 .
  14. Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao and Qing He .  Field-aware calibration: a simple and empirically strong method for reliable probabilistic predictions . WWW’20, April 20–24, 2020, Taipei .
  15. Haoran Yan, Pengpeng Zhao, Fuzhen Zhuang, Deqing Wang, Yanchi Liu and Victor Sheng . Cross-Domain Recommendation with Adversarial Examples . DASFAA 2020 .
  16. Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou and Hui Xiong . Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation . TheWebConf 2020 , WWW’20, April 20–24, 2020, Taipei .
  17. Qiwei Zhong，Yang Liu，Xiang Ao，Binbin Hu，Jinghua Feng，Jiayu Tang，Qing He . Financial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network . WWW’20, April 20–24, 2020, Taipei .
  18. Tianxin Wang, Jingwu Chen, Fuzhen Zhuang*, Leyu Lin, Feng Xia, Lihuan Du and Qing He . Capturing Attraction Distribution: Sequential Attentive Network for Dwell Time Prediction . ECAI 2020,Nov 15, 2020,Santiago de Compostela .
  19. Yanghong Wu, Pengpeng Zhao, Yanchi Liu, Victor Sheng, Junhua Fang and Fuzhen Zhuang . Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction . DASFAA 2020 .
  20. Yongchun Zhu, Dongbo Xi, Bowen Song, Fuzhen Zhuang, Shuai Chen, Gu Xi, and Qing He . Modeling Users’ Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection . Proceedings of the Web Conference 2020. pp.: 928-938. WWW’20, April 20–24, 2020, Taipei .
  21. You Hao, Jayaram K. Udupa, Yubing Tong, Caiyun Wu, Hua Li, Joseph M. McDonough, Drew A. Torigian, Patrick J. Cahill. . 4D image construction from free-breathing MRI slice acquisitions of the thorax based on a concept of flux . Proc. SPIE 11312, Medical Imaging 2020: Physics of Medical Imaging, 113122K. Mar. 2020 .
  22. Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang and Yonggang Wang . Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge . ACL2020, July5-10, Seattle, USA .
  23. Zhao Zhang, Fuzhen Zhuang*, Hengshu Zhu, Zhiping Shi, Hui Xiong, Qing He . Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion . AAAI 2020, Feb.7-12,Newyork USA .
  24. Zhihong Miao and Qing He . A Fast Algorithm for Sparse Extreme Learning Machine . In J. Cao et al. (Eds.): ELM 2018, PALO 11, pp. 55–64, 2020 .
  25. Zhongxia Chen, Xiting Wang, Xing Xie, Mehul Parsana, Akshay Soni, Xiang Ao, Enhong Chen . Towards Explainable Conversational Recommendation . IJCAI 2020, July11-17, Yokahama, Japan .
  26. Zhu Y, Xi D, Song B, et al . Modeling Users’ Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection[C]// . WWW’20, April 20–24, 2020, Taipei .

期刊

  1. Han Li, Hu Han, Zeju Li, Lei Wang, Zhe Wu, Jingjing Lu, S. Kevin Zhou . Highresolution chest x-ray bone suppression using unpaired ct structural priors . IEEE Transactions on Medical Imaging (2020) .
  2. Haofu Liao, Wei-An Lin, S. Kevin Zhou, Jiebo Luo . Adn: Artifact disentanglementnetwork for unsupervised metal artifact reduction . IEEE Transactions onMedical Imaging (2019), vol. 39, no. 3, pp. 634–643 .
  3. J. Cai, H. Han, J. Cui, J. Chen, L. Liu, and S. K. Zhou . Semi-supervised Natural Face De-occlusion . IEEE Transactions on Information Forensics and Security (2020) .
  4. Jiuwen Zhu, Yuexiang Li, Yifan Hu, Kai Ma, S. Kevin Zhou, Yefeng Zheng . Rubik’s cube+: A self-supervised feature learning framework for 3d medical image analysis . Medical Image Analysis (2020)101746 .
  5. Li Xiao, Chunlong Luo, Tianqi Yu, Yufan Luo, Manqing Wang, Fuhai Yu, Yinhao Li, Chan Tian, Jie Qiao . Deepacev2: Automated chromosome enumeration in metaphase cell images using deep convolutional neural networks . IEEE Transactions on Medical Imaging (2020) .
  6. Xinhang Song, Shuqiang Jiang, Bohan Wang, Chengpeng Chen, Gongwei Chen . Image Representations with Spatial Object-to-Object Relations for RGB-D Scene Recognition . IEEE Transactions on Image Processing, vol.29, pp.525-537, 2020 .
  7. Shuqiang Jiang, Weiqing Min, Linhu Liu, Zhengdong Luo . Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition . IEEE Transactions on Image Processing, 29(1): 265-276, 2020 .
  8. Xuesong Niu, Shiguang Shan*, Hu Han, and Xilin Chen . RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation . IEEE Transactions on Image Processing, vol. 29, pp. 2409-2423, 2020 .
  9. Gongwei Chen, Xinhang Song, Haitao Zeng, Shuqiang Jiang . Scene Recognition With Prototype-Agnostic Scene Layout . IEEE Transactions on Image Processing (TIP), vol.29, pp.5877-5888, 2020 .
  10. Hengshu Zhu, Ying Sun, Wenjia Zhao, Fuzhen Zhuang, Baoshan Wang, Hui Xiong . Rapid Learning of Earthquake Felt Area and Intensity Distribution with Real-time Search Engine Queries . Nature: Scientific Reports, (2020) 10:5437 .
  11. Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long . Online Bayesian Max-margin Subspace Learning for Multi-view Classification and Regression . Machine Learning (2020) 109:219–249 .
  12. Weiqing Min, Shuhuan Mei, Linhu Liu, Yi Wang, and Shuqiang Jiang . Multi-Task Deep Relative Attribute Learning for Visual Urban Perception . IEEE Transactions on Image Processing , 29(1): 657-669, 2020 .
  13. Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning L . Improving social and behavior recommendations via network embedding . Information Sciences 516:125-141, 2020 .
  14. Jiancheng Cai, Hu Han, Shiguang Shan, and Xilin Chen . FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning . IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 2, no. 2, pp. 109-121, April 2020 .
  15. Mingjie He, Jie Zhang, Shiguang Shan, Meina Kan, Xilin Chen . Deformable Face Net for Pose Invariant Face Recognition . Pattern Recognition, vol.100, April. 2020 .