I have graduated! I have moved to University of Oxford as a Postdoctoral Research Assistant in Machine Learning http://www.robots.ox.ac.uk/~yli/.
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E-mail: yunpeng.li![]() Supervisor: Prof. Mark Coates Address: Room: ENGMC 702 |
Research Interests:
Projects:
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Publications: (A more update-to-date publication list can be found in my Google Scholar page)
Particle Filtering with Invertible Particle Flow, IEEE Transactions on Signal Processing, Vol. 65 (15), pp. 4102-4116, Aug. 2017.
Sequential MCMC with Invertible Particle Flow, Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), New Orlean, Mar. 2017.
"Microwave Breast Cancer Detection via Cost-sensitive Ensemble Classifiers: Phantom and Patient Investigation", Biomedical Signal Processing and Control, vol. 31, 01/2017.
"Fast Particle Flow Particle Filters via Clustering", International Conference on Information Fusion, Heidelberg, Germany, 07/2016.
"Comparison of microwave breast cancer detection results with breast phantom data and clinical trial data: varying the number of antennas", European Conf. Antennas and Propag. (EuCAP), Davos, Switzerland, 04/2016.
"Gaussian particle flow implementation of PHD filter", Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog., 04/2016.
"Particle flow for particle filtering", Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), Shanghai, China, 03/2016.
"Particle flow auxiliary particle filter", IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cancun, Mexico, 12/2015.
"Cost-sensitive ensemble classifiers for microwave breast cancer detection", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, 04/2015.
"Imaging-based Classification Algorithms on Clinical Trial Data with Injected Tumour Responses", European Conf. Antennas and Propag. (EuCAP), Lisbon, Portugal, 04/2015.
"Investigation of classification algorithms for a prototype microwave breast cancer monitor", European Conf. Antennas and Propag. (EuCAP), The Hague, The Netherlands, Apr. 2014
"Radio frequency tomography for passive indoor multi-target tracking", IEEE Trans. Mobile Computing, vol. 12, pp. 2322-2333, Dec. 2013.
"Multi-target device-free tracking using radio frequency tomography", International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Dec. 2011.
"Sequential Monte Carlo Radio-Frequency Tomographic Tracking", International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic , IEEE, pp. 3976 - 3979 , 05/2011.
"Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements", IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL, USA, pp. 342 -353, Apr 2011.