Edit Profile (opens in new tab) Qi, Yingyong Co-Author Distance Author ID: qi.yingyong Published as: Qi, Yingyong Documents Indexed: 16 Publications since 1993, including 1 Book and 1 Additional arXiv Preprint Co-Authors: 9 Co-Authors with 15 Joint Publications 607 Co-Co-Authors all top 5 Co-Authors 0 single-authored 15 Xin, Jack X. 3 Liu, Jie 3 Yin, Penghang 2 Lyu, Jiancheng 2 Osher, Stanley Joel 2 Zhang, Shuai 1 Deng, Li 1 Lamar, Michael Drew 1 Zheng, Fan-Gang all top 5 Serials 5 Communications in Mathematical Sciences 1 Nonlinearity 1 Journal of Computational Mathematics 1 Physica D 1 Journal of Scientific Computing 1 Signal Processing 1 Multiscale Modeling & Simulation 1 SIAM Journal on Imaging Sciences 1 MS&A. Modeling, Simulation and Applications 1 Research in the Mathematical Sciences 1 Contributions to Atmospheric Physics all top 5 Fields 10 Information and communication theory, circuits (94-XX) 8 Numerical analysis (65-XX) 4 Computer science (68-XX) 3 Partial differential equations (35-XX) 3 Operations research, mathematical programming (90-XX) 2 Fluid mechanics (76-XX) 2 Biology and other natural sciences (92-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Approximations and expansions (41-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Statistics (62-XX) 1 Mechanics of deformable solids (74-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 8 Publications have been cited 22 times in 19 Documents Cited by ▼ Year ▼ BinaryRelax: a relaxation approach for training deep neural networks with quantized weights. Zbl 1419.90072 Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack 5 2018 Blended coarse gradient descent for full quantization of deep neural networks. Zbl 1422.90066 Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack 5 2019 A soft-constrained dynamic iterative method of blind source separation. Zbl 1177.94064 Liu, Jie; Xin, Jack; Qi, Yingyong 4 2009 Linear feature transform and enhancement of classification on deep neural network. Zbl 1484.68210 Yin, Penghang; Xin, Jack; Qi, Yingyong 3 2018 A time domain algorithm for blind separation of convolutive sound mixtures and \(L_1\) constrained minimization of cross correlations. Zbl 1173.94373 Liu, Jie; Xin, Jack; Qi, Yingyong; Zheng, Fan-Gang 2 2009 Signal processing of acoustic signals in the time domain with an active nonlinear nonlocal cochlear model. Zbl 1163.94357 Lamar, M. Drew; Xin, Jack; Qi, Yingyong 1 2006 A perception- and PDE-based nonlinear transformation for processing spoken words. Zbl 0981.35036 Qi, Yingyong; Xin, Jack 1 2001 Mathematical modeling and signal processing in speech and hearing sciences. Zbl 1293.94003 Xin, Jack; Qi, Yingyong 1 2014 Blended coarse gradient descent for full quantization of deep neural networks. Zbl 1422.90066 Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack 5 2019 BinaryRelax: a relaxation approach for training deep neural networks with quantized weights. Zbl 1419.90072 Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack 5 2018 Linear feature transform and enhancement of classification on deep neural network. Zbl 1484.68210 Yin, Penghang; Xin, Jack; Qi, Yingyong 3 2018 Mathematical modeling and signal processing in speech and hearing sciences. Zbl 1293.94003 Xin, Jack; Qi, Yingyong 1 2014 A soft-constrained dynamic iterative method of blind source separation. Zbl 1177.94064 Liu, Jie; Xin, Jack; Qi, Yingyong 4 2009 A time domain algorithm for blind separation of convolutive sound mixtures and \(L_1\) constrained minimization of cross correlations. Zbl 1173.94373 Liu, Jie; Xin, Jack; Qi, Yingyong; Zheng, Fan-Gang 2 2009 Signal processing of acoustic signals in the time domain with an active nonlinear nonlocal cochlear model. Zbl 1163.94357 Lamar, M. Drew; Xin, Jack; Qi, Yingyong 1 2006 A perception- and PDE-based nonlinear transformation for processing spoken words. Zbl 0981.35036 Qi, Yingyong; Xin, Jack 1 2001 all cited Publications top 5 cited Publications all top 5 Cited by 49 Authors 6 Xin, Jack X. 3 Sun, Yuanchang 3 Yin, Penghang 2 Long, Ziang 1 Akrami, Mohammad Hossein 1 Alistarh, Dan 1 Ashbrock, Jonathan 1 Awad, Mariette 1 Ben-Nun, Tal 1 Ben Shalom, Gil 1 Ben-Yair, Ido 1 Bian, Fengmiao 1 Chen, Qipin 1 del Rio, Fernando 1 Dryden, Nikoli 1 Eliasof, Moshe 1 Filo, Maurice 1 Finlayson-Pitts, Barbara J. 1 Hao, Wenrui 1 Hoefler, Torsten 1 Karameh, Fadi N. 1 Le Thi, Hoai An 1 Li, Chuandong 1 Li, Yang 1 Liao, Xiaofeng 1 Liu, Ren 1 Lyu, Jiancheng 1 Nia, Mehdi Fatehi 1 Niu, Lingfeng 1 Osher, Stanley Joel 1 Peste, Alexandra 1 Pham Dinh Tao 1 Powell, Alexander M. 1 Qi, Yingyong 1 Ridge, C. 1 Shaka, A. J. 1 Strohmer, Thomas 1 Thorpe, Matthew 1 Treister, Eran 1 Van Gennip, Yves 1 Wang, Yang 1 Wei, Ke 1 Wingen, Lisa M. 1 Xu, Dachuan 1 Yılmaz, Özgür 1 Zhang, Shuai 1 Zhang, Xiaoqun 1 Zhou, Ruizhi 1 Zhou, Zhengfang all top 5 Cited in 14 Serials 4 Research in the Mathematical Sciences 2 Journal of Scientific Computing 2 Inverse Problems and Imaging 1 Biological Cybernetics 1 Information Sciences 1 Signal Processing 1 Mathematical Programming. Series A. Series B 1 Applied and Computational Harmonic Analysis 1 The Journal of Fourier Analysis and Applications 1 Communications in Nonlinear Science and Numerical Simulation 1 Nonlinear Analysis. Real World Applications 1 Journal of Machine Learning Research (JMLR) 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Sampling Theory, Signal Processing, and Data Analysis all top 5 Cited in 18 Fields 9 Computer science (68-XX) 7 Operations research, mathematical programming (90-XX) 5 Numerical analysis (65-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Statistics (62-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) 1 History and biography (01-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Difference and functional equations (39-XX) 1 Approximations and expansions (41-XX) 1 Operator theory (47-XX) 1 Probability theory and stochastic processes (60-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) Citations by Year