| 2025 | ISIT | DeCompress: Denoising via Neural Compression. | Ali Zafari, Xi Chen, Shirin Jalali |
| 2024 | ICML | Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. | Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali |
| 2019 | AISTATS | Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time. | Dan Kushnir, Shirin Jalali, Iraj Saniee |
| 2019 | ISIT | Solving linear inverse problems using generative models. | Shirin Jalali, Xin Yuan |
| 2019 | ISIT | Towards theoretically-founded learning-based denoising. | Wenda Zhou, Shirin Jalali |
| 2018 | ISIT | Compressive Phase Retrieval of Structured Signals. | Milad Bakhshizadeh, Arian Maleki, Shirin Jalali |
| 2018 | ISIT | Compressive Imaging Via One-Shot Measurements. | Shirin Jalali, Xin Yuan |
| 2017 | ICASSP | Minimum entropy pursuit: Noise analysis. | Shirin Jalali, H. Vincent Poor |
| 2017 | ISIT | Compressed sensing of compressible signals. | Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra |
| 2016 | ISIT | Universal compressed sensing. | Shirin Jalali, H. Vincent Poor |
| 2016 | ISIT | Rate-distortion dimension of stochastic processes. | Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor |
| 2016 | ITW | Using compression codes in compressed sensing. | Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor |
| 2013 | ISIT | From compression to compressed sensing. | Shirin Jalali, Arian Maleki |
| 2012 | ISIT | Minimum complexity pursuit: Stability analysis. | Shirin Jalali, Arian Maleki, Richard G. Baraniuk |
| 2011 | ISIT | On distortion bounds for dependent sources over wireless networks. | Shirin Jalali, Michelle Effros |
| 2011 | ITA | Separation of source-network coding and channel coding in wireline networks. | Shirin Jalali, Michelle Effros |
| 2011 | ITA | On the impact of a single edge on the network coding capacity. | Shirin Jalali, Michelle Effros, Tracey Ho |
| 2010 | ISIT | On the separation of lossy source-network coding and channel coding in wireline networks. | Shirin Jalali, Michelle Effros |
| 2009 | DCC | An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources. | Shirin Jalali, Andrea Montanari, Tsachy Weissman |
| 2009 | ITW | An iterative scheme for near optimal and universal lossy compression. | Shirin Jalali, Andrea Montanari, Tsachy Weissman |
| 2008 | CISS | Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo. | Shirin Jalali, Tsachy Weissman |
| 2008 | ISIT | Rate-distortion via Markov chain Monte Carlo. | Shirin Jalali, Tsachy Weissman |
| 2007 | ISIT | A Universal Wyner-Ziv Scheme for Discrete Sources. | Shirin Jalali, Sergio Verd, Tsachy Weissman |
| 2007 | ISIT | New Bounds on the Rate-Distortion Function of a Binary Markov Source. | Shirin Jalali, Tsachy Weissman |
| 2004 | WCNC | Power control for multirate CDMA systems with imperfect successive interference cancellation. | Shirin Jalali, Babak Hossein Khalaj |