| 2020 | SMC | Impact of Physiological Sensor Variance on Machine Learning Algorithms. | Ama Simons, Thomas E. Doyle, David M. Musson, James P. Reilly |
| 2012 | ICASSP | Automatic threshold estimation for Iterative Shrinkage Algorithms used with compressed sensing. | Nasser Mourad, James P. Reilly |
| 2010 | ICASSP | Blind extraction of sparse sources. | Nasser Mourad, James P. Reilly |
| 2010 | ICASSP | Modified hierarchical clustering for sparse component analysis. | Nasser Mourad, James P. Reilly |
| 2010 | ICASSP | Temporally constrained SCA with applications to EEG data. | Nasser Mourad, James P. Reilly, Gary Hasey, Duncan MacCrimmon |
| 2009 | ICASSP | Untitled record | Nasser Mourad, James P. Reilly |
| 2007 | ICASSP | A Simple and Fast Algorithm for Automatic Suppression of High-Amplitude Artifacts in EEG Data. | Nasser Mourad, James P. Reilly, Hubert de Bruin, Gary Hasey, Duncan MacCrimmon |
| 2007 | ISIT | Distributed Parameter Estimation with Side Information: A Factor Graph Approach. | Amin Zia, James P. Reilly, Shahram Shirani |
| 2007 | PSB | Advancement in Protein Inference from Shotgun Proteomics Using Peptide Detectability. | Pedro Alves, Randy J. Arnold, Milos V. Novotny, Predrag Radivojac, James P. Reilly, Haixu Tang |
| 2006 | ICASSP | A Coding Theorem for Multiterminal Estimation. | Amin Zia, James P. Reilly, Timothy R. Field, Shahram Shirani |
| 2006 | ISMB | A computational approach toward label-free protein quantification using predicted peptide detectability. | Haixu Tang, Randy J. Arnold, Pedro Alves, Zhiyin Xun, David E. Clemmer, Milos V. Novotny, James P. Reilly, Predrag Radivojac |
| 2005 | ICASSP | Rao-Blackwellised particle filtering for blind system identification. | Michael J. Daly, James P. Reilly, Mark R. Morelande |
| 2005 | ICASSP | Channel equalization and phase noise suppression for OFDM systems in a time-varying frequency selective channel using particle filtering. | Derek Yee, James P. Reilly, Thia Kirubarajan |
| 2004 | ICASSP | Blind deconvolution using Bayesian methods with application to the dereverberation of speech. | Michael J. Daly, James P. Reilly |
| 2004 | ICASSP | An information geometric approach to channel identification. | Amin Zia, James P. Reilly, Shahram Shirani |
| 2003 | ICASSP | Wideband array signal processing using MCMC methods. | William Ng, James P. Reilly, Thia Kirubarajan |
| 2003 | ICASSP | Efficient design of oversampled NPR GDFT filter banks. | Matthew R. Wilbur, Timothy N. Davidson, James P. Reilly |
| 2002 | ICASSP | A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals. | Kamran Rahbar, James P. Reilly, Jonathan H. Manton |
| 2001 | ICASSP | Wide band channel characterisation in coloured noise using the reversible jump MCMC. | Jean-Ren Larocque, James P. Reilly |
| 2001 | ICASSP | On the implementation of particle filters for DOA tracking. | William Ng, Jean-Ren Larocque, James P. Reilly |
| 2001 | ICASSP | Blind source separation of convolved sources by joint approximate diagonalization of cross-spectral density matrices. | Kamran Rahbar, James P. Reilly |
| 2000 | ICASSP | Application of the reversible jump Markov chain Monte Carlo method to real-life propagation measurements. | Jean-Ren Larocque, James P. Reilly |
| 2000 | ICASSP | The decomposition of large problems using single-sided subbanding. | James P. Reilly, Michael Seibert, Matthew R. Wilbur |
| 2000 | ICIP | The Iterative Deconvolution of Linearly Blurred Images Using Non-Parametric Stabilizing Functions. | James R. Hare, James P. Reilly |
| 1999 | ICASSP | Blind signal separation for convolutive mixing environments using spatial-temporal processing. | James P. Reilly, Lino Coria-Mendoza |
| 1997 | ICASSP | Blind separation and restoration of signals mixed in convolutive environment. | Jiangtao Xi, James P. Reilly |
| 1994 | ICASSP | A computationally efficient self-calibrating direction-of-arrival estimator. | Dean McArthur, James P. Reilly |
| 1993 | ICASSP | A neural structure for direction finding with sensor array uncertainties. | Jiankan Yang, Qiang Wu, James P. Reilly |
| 1992 | ICASSP | Detection of the number of signals in noise with unknown, non-white covariance matrices. | W. G. Chen, James P. Reilly, Kon Max Wong |
| 1992 | ICASSP | Maximum likelihood estimation for array processing in unknown noise environments. | Qiang Wu, Kon Max Wong, James P. Reilly |
| 1992 | ICASSP | A neural network for direction finding in array processing. | Jiankan Yang, Qiang Wu, James P. Reilly |
| 1991 | ICASSP | Optimal design of linear array of sensors. | Xinping Huang, James P. Reilly, Kon Max Wong |
| 1991 | ICASSP | Extension of ESPRIT method to unknown noise environments. | Qiang Wu, James P. Reilly |
| 1990 | IJCNN | Maximum likelihood estimation for direction of arrival using a nonlinear optimising neural network. | T. M. Jelonek, James P. Reilly |
| 1989 | ICASSP | Direction of arrival estimation in the presence of noise with unknown, arbitrary covariance matrices. | James P. Reilly, Kon Max Wong, P. M. Reilly |
| 1988 | ICASSP | A new criterion for the determination of the number of signals in high-resolution array processing. | Kon Max Wong, Q. T. Zhang, James P. Reilly, Patrick C. Yip |
| 1980 | ICASSP | An experimental study of the MEM applied to array antennas in the presence of multipath. | James P. Reilly, Simon Haykin |