Janjušević, N., Khalilian-Gourtani, A., Flinker, A., & Wang, Y. GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention. IEEE Transactions on Computational Imaging (2025). pdf
Khalilian-Gourtani, A., Wang, R., Chen, X., ... & Flinker, A. A corollary discharge circuit in human speech. Proceedings of the National Academy of Sciences (2024). pdf
Chen, X., Wang, R., Khalilian-Gourtani, A., Yu, L., ... & Flinker, A. A neural speech decoding framework leveraging deep learning and speech synthesis. Nature Machine Intelligence (2024). pdf
Chen, J., Chen, X., Wang, R., Le, C., Khalilian-Gourtani, A., Jensen, E., ... & Wang, Y. Subject-Agnostic Transformer-Based Neural Speech Decoding from Surface and Depth Electrode Signals. Journal of Neural Engineering (2024). pdf
Wang, R., Chen, X., Khalilian-Gourtani, A., Yu, L., ... & Flinker, A. Distributed feedforward and feedback cortical processing supports human speech production. Proceedings of the National Academy of Sciences (2023). pdf
Janjušević, N., Khalilian-Gourtani, A., & Wang, Y. CDLNet: Noise-adaptive convolutional dictionary learning network for blind denoising and demosaicing. IEEE Open Journal of Signal Processing (2022). pdf
Khalilian-Gourtani, A., Minaee, S., & Wang, Y. Masked-RPCA: Moving object detection with an overlaying model. IEEE Open Journal of Signal Processing (2020). pdf
Khoroushi, M., Sheikhi, M., Khalilian-Gourtani, A., & Soleimani, B. Effect of root canal rinsing protocol on dentin bond strength of two resin cements using three different method of test. Journal of Clinical and Experimental Dentistry (2016). pdf
Janjušević, N., Khalilian-Gourtani, A., & Wang, Y. Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction. In 2025 IEEE International Symposium on Biomedical Imaging (ISBI; 2025).
Khalilian-Gourtani, A., Esmaeili, Y., & Flinker, A. Fast & Accurate Classification of Task Stages in ECoG Generalizes to Continuous Recordings. In 2024 Cognitive Computational Neuroscience (CCN; 2024).
Esmaeili, Y., Khalilian-Gourtani, A., & Flinker, A. Functional Connectivity Classification in ECoG during Speech Perception and Production. In 2024 Cognitive Computational Neuroscience (CCN; 2024).
Chen, J., Chen, X., Wang, R., Le, C., Khalilian-Gourtani, A., Jensen, E., ... & Wang, Y. Subject-Agnostic Transformer-Based Neural Speech Decoding from Surface and Depth Electrode Signals. In 2024 Cognitive Computational Neuroscience (CCN; 2024).
Janjušević, N., Khalilian-Gourtani, A., & Wang, Y. Gabor is enough: Interpretable deep denoising with a Gabor synthesis dictionary prior. In 2022 IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP; 2022).
Khalilian-Gourtani, A., ... & Fu, C. H. Two-Stage Method For Effective User-Guided Video Segmentation. In 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR; 2020).
Wang, R., Chen, X., Khalilian-Gourtani, A., Chen, Z., Yu, L., Flinker, A., & Wang, Y. Stimulus speech decoding from human cortex with generative adversarial network transfer learning. In 2020 IEEE International Symposium on Biomedical Imaging (ISBI; 2020).
Khalilian-Gourtani, A., Tepper, M., Minden, V., & Chklovskii, D. B. Strip the stripes: Artifact detection and removal for scanning electron microscopy imaging. In 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP; 2019).
Khalilian-Gourtani, A., Wang, Y., & Mamou, J. Scanning acoustic microscopy image super-resolution using bilateral weighted total variation regularization. In 2018 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC; 2018).
Khalilian-Gourtani, A., Gadgil, N. J., & Su, G. M. User-guided image segmentation methods and products. U.S. Patent Application No. 17/780,279 (2023).