| 2016 | ICASSP | The Rao test for testing handedness of complex-valued covariance matrix. | Zhenghan Zhu, Steven M. Kay |
| 2006 | FUSION | Can addition of noise improve distributed detection performance? | Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay |
| 2006 | ICASSP | Approaching Near Optimal Detection Performance via Stochastic Resonance. | Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay |
| 2003 | ICASSP | Vector space solution to the multidimensional Yule-Walker equations. | Steven M. Kay, Christopher P. Carbone |
| 2002 | ICASSP | Optimal transmit signal design for active sonar/radar. | Steven M. Kay, John H. Thanos |
| 2001 | ICASSP | A noniterative maximum likelihood parameter estimator of superimposed chirp signals. | Supratim Saha, Steven M. Kay |
| 1997 | ICASSP | An algorithm for detecting closely spaced delay/Doppler components. | Amir W. Habboosh, Richard J. Vaccaro, Steven M. Kay |
| 1995 | ICASSP | Realization of correlated chaotic signals. | Sumit A. Talwalkar, Steven M. Kay |
| 1992 | ICASSP | Segmentation of nonstationary signals. | Petar M. Djuric, Steven M. Kay, Gloria Faye Boudreaux-Bartels |
| 1991 | ICASSP | Model order estimation of 2D autoregressive processes. | Petar M. Djuric, Steven M. Kay |
| 1991 | ICASSP | Spectral analysis based on the canonical autoregressive decomposition. | Steven M. Kay, Venkatesh Nagesha |
| 1990 | ICASSP | Predictive probability as a criterion for model selection. | Petar M. Djuric, Steven M. Kay |
| 1989 | ICASSP | A simple frequency rate estimator. | Petar M. Djuric, Steven M. Kay |
| 1988 | ICASSP | An approximate maximum likelihood ARMA estimator based on the power cepstrum. | Steven M. Kay, Leland B. Jackson, Jianguo Huang, Petar M. Djuric |
| 1984 | ICASSP | Edge detection using the linear model. | Steven M. Kay, Gerald J. Lemay |
| 1984 | ICASSP | Invariant detection of transient ARMA signals with unknown initial conditions. | Steven M. Kay, Louis L. Scharf |
| 1979 | ICASSP | Fourier-autoregressive spectral estimation. | Steven M. Kay |
| 1979 | ICASSP | Sources of and remedies for spectral line splitting in autoregressive spectrum analysis. | Steven M. Kay, Larry Marple |
| 1978 | ICASSP | Improvement of autoregressive spectral estimates in the presence of noise. | Steven M. Kay |