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

harmonic analysis, wavelet analysis, time-frequency analysis
Biological Modeling
physiological time series, multimodal time series
Geometry: Differential & Algebraic
spectral geometry
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(Accepted)." Information Fusion 45 (January 2019): 346-360. Full Text

Lin, CY, and Wu, HT. "Embeddings of Riemannian manifolds with finite eigenvector fields of connection Laplacian." Calculus of Variations and Partial Differential Equations 57.5 (October 1, 2018). Full Text

Malik, J, Lo, YL, and Wu, HT. "Sleep-wake classification via quantifying heart rate variability by convolutional neural network." Physiological Measurement 39.8 (August 20, 2018). Full Text

Wu, H-T, Wu, J-C, Huang, P-C, Lin, T-Y, Wang, T-Y, Huang, Y-H, and Lo, Y-L. "Phenotype-Based and Self-Learning Inter-Individual Sleep Apnea Screening With a Level IV-Like Monitoring System." Frontiers in Physiology 9 (July 2, 2018). Full Text

Wu, HT, and Liu, YW. "Analyzing transient-evoked otoacoustic emissions by concentration of frequency and time." Journal of the Acoustical Society of America 144.1 (July 1, 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

Shen, C, Frasch, MG, Wu, HT, Herry, CL, Cao, M, Desrochers, A, Fecteau, G, and Burns, P. "Non-invasive acquisition of fetal ECG from the maternal xyphoid process: a feasibility study in pregnant sheep and a call for open data sets." Physiological Measurement 39.3 (March 27, 2018): 035005-null. Full Text

Kowalski, M, Meynard, A, and Wu, H-T. "Convex Optimization approach to signals with fast varying instantaneous frequency." Applied and Computational Harmonic Analysis 44.1 (January 2018): 89-122. Full Text


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 »