Publication Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks Bo Hu, Ye Tang, Eric Chang, Yubo Fan, Maode Lai, Yan Xu IEEE Journal of Biomedical and Health Informatics | May 2019 Project
Publication SGD Converges to Global Minimum in Deep Learning via Star-convex Path Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh International Conference on Learning Representations (ICLR) | May 2019
Publication Astra: Exploiting Predictability to Optimize Deep Learning Muthian Sivathanu, Tapan Chugh, Sanjay S. Singapuram, Lidong Zhou ACM Symposium on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2019) | April 2019 Project Project Project
Publication High-Speed Hyperspectral Video Acquisition by Combining Nyquist and Compressive Sampling Lizhi Wang, Zhiwei Xiong, Hua Huang, Guangming Shi, Feng Wu, Wenjun Zeng IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2019, Vol 41(4): pp. 857-870
Publication Learning Attentional Recurrent Neural Network for Visual Tracking Qiurui Wang, Chun Yuan, Jingdong Wang, Wenjun Zeng IEEE Transactions on Multimedia | April 2019, Vol 21(4): pp. 930-942
Publication CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Yuying Zhu, Guoxin Wang, Börje F. Karlsson https://arxiv.org/abs/1904.02141 | April 2019 Published by Microsoft Accepted at NAACL 2019. Project Project
Publication Low-Cost and Robust Geographic Opportunistic Routing in a Strip Topology Wireless Network Chen Liu, Dingyi Fang, Xinyan Liu, Dan Xu, Xiaojiang Chen, Chieh-Jan Mike Liang, Baoying Liu, Zhanyong Tang TOSN (ACM Transactions on Sensor Networks) | April 2019
Publication Incrementally-deployable Indoor Navigation with Automatic Trace Generation Yuanchao Shu, Zhuqi Li, Börje F. Karlsson, Yiyong Lin, Thomas Moscibroda, Kang Shin IEEE International Conference on Computer Communications (INFOCOM) | April 2019 Project
Publication Fast Distributed Deep Learning over RDMA Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou EuroSys | March 2019 Project
Publication Towards Time-Aware Distant Supervision for Relation Extraction. Tianwen Jiang, Sendong Zhao, Jing Liu, Jin-Ge Yao, Ming Liu, Bing Qin, Ting Liu, Chin-Yew Lin MSR-TR-2019-43 | March 2019 Published by Microsoft Project Project
Research
Research