Hau-Tieng Wu

Hau-tieng Wu
  • Associate Professor of Mathematics
  • Associate Professor of Statistical Science (Joint)
External address: 207 Physics Building, 120 Science Drive, Durham, NC 27708
Internal office address: Box 90320, Durham, NC 27708
Phone: (919) 660-2861

Research Areas and Keywords

Analysis
harmonic analysis, wavelet analysis, time-frequency analysis
Biological Modeling
physiological time series, multimodal time series
Geometry: Differential & Algebraic
spectral geometry
Probability
empirical process, large deviation theory
Signals, Images & Data
machine learning, unsupervised learning, data analysis
Education & Training
  • Ph.D., Princeton University 2011

  • M.D., National Yang Ming University (Taiwan) 2003

Katz, O, Talmon, R, Lo, Y-L, and Wu, H-T. "Alternating diffusion maps for multimodal data fusion." Information Fusion 45 (January 2019): 346-360. Full Text

Alagapan, S, Shin, HW, Fröhlich, F, and Wu, H-T. "Diffusion geometry approach to efficiently remove electrical stimulation artifacts in intracranial electroencephalography." Journal of Neural Engineering (November 21, 2018). Full Text

Lin, C-Y, and Wu, H-T. "Embeddings of Riemannian manifolds with finite eigenvector fields of connection Laplacian." Calculus of Variations and Partial Differential Equations 57.5 (October 2018). Full Text

Escalona-Vargas, D, Wu, H-T, Frasch, MG, and Eswaran, H. "A Comparison of Five Algorithms for Fetal Magnetocardiography Signal Extraction." Cardiovascular Engineering and Technology 9.3 (September 2018): 483-487. Full Text

Wu, H-T, and Liu, Y-W. "Analyzing transient-evoked otoacoustic emissions by concentration of frequency and time." The Journal of the Acoustical Society of America 144.1 (July 2018): 448-466. Full Text

Wu, H-T, and Soliman, EZ. "A new approach for analysis of heart rate variability and QT variability in long-term ECG recording." Biomedical Engineering Online 17.1 (May 3, 2018): 54-null. Full Text

Frasch, MG, Lobmaier, SM, Stampalija, T, Desplats, P, Pallarés, ME, Pastor, V, Brocco, MA, Wu, H-T, Schulkin, J, Herry, CL, Seely, AJE, Metz, GAS, Louzoun, Y, and Antonelli, MC. "Non-invasive biomarkers of fetal brain development reflecting prenatal stress: An integrative multi-scale multi-species perspective on data collection and analysis." Neuroscience & Biobehavioral Reviews (May 2018). Full Text Open Access Copy

Zhang, J-T, Cheng, M-Y, Wu, H-T, and Zhou, B. "A new test for functional one-way ANOVA with applications to ischemic heart screening." Computational Statistics & Data Analysis (May 2018). Full Text

Lin, C-Y, Su, L, and Wu, H-T. "Wave-Shape Function Analysis." Journal of Fourier Analysis and Applications 24.2 (April 2018): 451-505. Full Text

Pages

Wu, JC, Wang, CW, Huang, YH, Wu, HT, Huang, PC, and Lo, YL. "A Portable Monitoring System with Automatic Event Detection for Sleep Apnea Level-IV Evaluation." April 26, 2018. Full Text

Liu, T-C, Wu, H-T, Chen, Y-H, Chen, Y-H, Fang, T-Y, Wang, P-C, and Liu, Y-W. "Analysis of click-evoked otoacoustic emissions by concentration of frequency and time: Preliminary results from normal hearing and Ménière’s disease ears." TO THE EAR AND BACK AGAIN - ADVANCES IN AUDITORY BIOPHYSICS: Proceedings of the 13th Mechanics of Hearing Workshop.: Author(s), 2018. Full Text Open Access Copy

Lederman, RR, Talmon, R, Wu, H-T, Lo, Y-L, and Coifman, RR. "Alternating diffusion for common manifold learning with application to sleep stage assessment." ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). April 19, 2015 - April 24, 2015.: IEEE, April 2015. Full Text

Lederman, RR, Talmon, R, Wu, H-T, Lo, Y-L, Coifman, RR, and IEEE, . "ALTERNATING DIFFUSION FOR COMMON MANIFOLD LEARNING WITH APPLICATION TO SLEEP STAGE ASSESSMENT." 2015.

Daubechies William Benter Prize

On June 4th, 2018, Professor Ingrid Daubechies was the first female recipient of the William Benter Prize in Applied Mathematics.  This prestigious award recognizes outstanding mathematical contributions that have had a direct and fundamental impact... read more »


Hau-Tieng Wu: Vital Signs

Bridging mathematics, statistics and medicine with new Duke professor https://today.duke.edu/2017/10/hau-tieng-wu-vital-signs read more »