Publication An Empirical Investigation of Incident Triage for Online Service Systems Junjie Chen, Qingwei Lin, … ICSE‘19, Software Engineering In Practice | May 2019
Publication Efficient Training of BERT by Progressively Stacking Linyuan Gong, Di He, Zhuohan Li, Tao Qin, Liwei Wang, Tie-Yan Liu 2019 International Conference on Machine Learning | May 2019
Publication Outage Prediction and Diagnosis for Cloud Service Systems Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang 2019 The Web Conference | May 2019
Publication Understanding Generalization Error of SGD in Nonconvex Optimization Yi Zhou, Huishuai Zhang, Yingbin Liang International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Publication Cumulative Activation in Social Networks Xiaohan Shan, Wei Chen, Qiang Li, Xiaoming Sun, Jialin Zhang Science China Information Sciences | May 2019, Vol 62
Publication G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng, Shuxin Zheng, Huishuai Zhang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Nenghai Yu, Tie-Yan Liu International Conference on Learning Representations | May 2019
Publication High-Order Statistical Modeling Based on Decision Tree for Distributed Video Coding Jia Yang, Linbo Qing, Wenjun Zeng, Xiaohai He IEEE Transactions on Circuits and Systems for Video Technology | May 2019, Vol 29(5): pp. 1488-1502
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
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