| 2025 | ACSSC | Modified Transformers are Provably In-context MAP Estimators over Block Fading Channels. | Mohamed Ghada Waeel Hamdy, Bhaskar D. Rao, Piya Pal |
| 2025 | ICASSP | Prediction-driven Untrained Network for Single-snapshot Sparse Array Interpolation. | Yinyan Bu, Jiajie Yu, Piya Pal |
| 2025 | ICASSP | Model-based Online Millimeter-wave Channel Sensing with Learned Empirical Priors. | Parthasarathi Khirwadkar, Bhaskar D. Rao, Piya Pal |
| 2025 | ICML | NEAR: Neural Electromagnetic Array Response. | Yinyan Bu, Jiajie Yu, Kai Zheng, Xinyu Zhang, Piya Pal |
| 2024 | ACSSC | Monte Carlo Tree Search for Binary Inverse Problems with $O(1)$ Measurements. | Parthasarathi Khirwadkar, Osman Furkan Kar, Piya Pal |
| 2024 | ACSSC | Sparse Array Sensor Selection in ISAC with Identifiability Guarantees. | Robin Rajamki, Piya Pal |
| 2024 | ICASSP | Effect of Beampattern on Matrix Completion with Sparse Arrays. | Robin Rajamki, Mehmet Can Hcmenoglu, Pulak Sarangi, Piya Pal |
| 2024 | ISIT | Subspace Coding for Spatial Sensing. | Hessam Mahdavifar, Robin Rajamki, Piya Pal |
| 2023 | ACSSC | Harnessing Holes for Spatial Smoothing with Applications in Automotive Radar. | Yinyan Bu, Robin Rajamki, Pulak Sarangi, Piya Pal |
| 2023 | ACSSC | Physics-Driven Learned Deconvolution of Multi-Spectral Cellular MRI with Radial Sampling. | Jiawen Chen, Eric T. Ahrens, Piya Pal |
| 2023 | ACSSC | Max-Min Hierarchical Codebooks for Millimeter-Wave Channel Sensing with Bandit Algorithms. | Parthasarathi Khirwadkar, Sina Shahsavari, Mehmet Can Hcmenoglu, Piya Pal |
| 2023 | ICASSP | To Regularize or Not to Regularize: The Role of Positivity in Sparse Array Interpolation with a Single Snapshot. | Mehmet Can Hcmenoglu, Pulak Sarangi, Robin Rajamki, Piya Pal |
| 2022 | ACSSC | Geometry of Random Sparse Arrays. | Mehmet Can Hcmenoglu, Robin Rajamki, Piya Pal |
| 2022 | ACSSC | Exploring the Geometry of Generative Priors with Applications in Cellular MRI. | Sina Shahsavari, Jiawen Chen, Piya Pal |
| 2022 | ICASSP | Initialization-Free Implicit-Focusing (IF | Jake Millhiser, Pulak Sarangi, Piya Pal |
| 2022 | ICASSP | Ada-JSR: Sample Efficient Adaptive Joint Support Recovery From Extremely Compressed Measurement Vectors. | Sina Shahsavari, Pulak Sarangi, Mehmet Can Hcmenoglu, Piya Pal |
| 2021 | ACSSC | Reliable DOA Estimation in Spatially Correlated Noise With Nonuniform Arrays. | Fauzia Ahmad, Piya Pal, Tongdi Zhou |
| 2021 | ACSSC | Exploring Fundamental Limits of Spatiotemporal Sensing for Non-Linear Inverse problems. | Mehmet Can Hcmenoglu, Pulak Sarangi, Piya Pal |
| 2021 | ACSSC | Resource-Efficient Active Compressive Sensing Using Analog Beamforming and Sparse Arrays. | Robin Rajamki, Piya Pal, Visa Koivunen |
| 2021 | ACSSC | KR-LISTA: Re-Thinking Unrolling for Covariance-Driven Sparse Inverse Problems. | Sina Shahsavari, Pulak Sarangi, Piya Pal |
| 2021 | ICASSP | No Relaxation: Guaranteed Recovery of Finite-Valued Signals from Undersampled Measurements. | Pulak Sarangi, Piya Pal |
| 2021 | ICASSP | Fundamental Trade-Offs in Noisy Super-Resolution with Synthetic Apertures. | Sina Shahsavari, Jacob Millhiser, Piya Pal |
| 2020 | ACSSC | Learning Polynomial Neural Networks via Low Rank Tensor Recovery. | Mehmet Can Hcmenoglu, Piya Pal |
| 2020 | ACSSC | Robust DOA and Subspace Estimation for Hybrid Channel Sensing. | Pulak Sarangi, Sina Shahsavari, Piya Pal |
| 2020 | ICASSP | Super-Resolution with Noisy Measurements: Reconciling Upper and Lower Bounds. | Heng Qiao, Sina Shahsavari, Piya Pal |
| 2020 | ICASSP | Effect of Undersampling on Non-Negative Blind Deconvolution with Autoregressive Filters. | Pulak Sarangi, Mehmet Can Hcmenoglu, Piya Pal |
| 2019 | ACSSC | On the Role of Sampling in Underdetermined Tensor Decomposition with Kronecker and Khatri-Rao Structured Factors. | Mehmet Can Hcmenoglu, Piya Pal |
| 2019 | ACSSC | A Sequential Approach for Sparse Support Recovery using Correlation Priors. | Ali Koochakzadeh, Pulak Sarangi, Piya Pal |
| 2019 | CISS | On flattening of symmetric tensors and identification of latent factors. | Ali Koochakzadeh, Piya Pal |
| 2019 | ICASSP | A Non-convex Approach to Non-negative Super-resolution: Theory and Algorithm. | Heng Qiao, Piya Pal |
| 2018 | ACSSC | Mixed Factor Structured Tensor Decomposition via Solving Quadratic Equations. | Ali Koochakzadeh, Pulak Sarangi, Piya Pal |
| 2018 | ACSSC | Compressive Kriging Using Multi-Dimensional Generalized Nested Sampling. | Heng Qiao, Mehmet Can Hcmenoglu, Piya Pal |
| 2018 | ICASSP | Non-Asymptotic Guarantees for Correlation-Aware Support Detection. | Ali Koochakzadeh, Piya Pal |
| 2018 | ICASSP | On the Modulus of Continuity for Noisy Positive Super-Resolution. | Heng Qiao, Piya Pal |
| 2017 | ACSSC | Spike localization in Zero Time of Echo (ZTE) magnetic resonance imaging. | Ali Koochakzadeh, Piya Pal, Eric T. Ahrens |
| 2017 | ACSSC | Performance limits of covariance-driven super resolution imaging. | Heng Qiao, Piya Pal |
| 2017 | CISS | Analyzing the role of correlation-awareness in sparse estimation and detection. | Piya Pal |
| 2017 | ICASSP | On saturation of the Cramr Rao Bound for Sparse Bayesian Learning. | Ali Koochakzadeh, Piya Pal |
| 2017 | ICASSP | Unified analysis of co-array interpolation for direction-of-arrival estimation. | Heng Qiao, Piya Pal |
| 2016 | ACSSC | Exact localization of correlated sources using 2D harmonics retrieval. | Ali Koochakzadeh, Piya Pal |
| 2016 | ACSSC | Correlation-aware sensing in active and passive modes for source localization. | Heng Qiao, Ali Koochakzadeh, Piya Pal |
| 2016 | ACSSC | Stable compressive low rank Toeplitz covariance estimation without regularization. | Heng Qiao, Piya Pal |
| 2016 | ICASSP | Sparse phase retrieval with near minimal measurements: A structured sampling based approach. | Heng Qiao, Piya Pal |
| 2016 | ISCAS | Coprime coarray interpolation for DOA estimation via nuclear norm minimization. | Chun-Lin Liu, P. P. Vaidyanathan, Piya Pal |
| 2015 | ACSSC | Rank deficiency and sparsity in partially observed multiple measurement vector models. | Ali Koochakzadeh, Piya Pal |
| 2015 | ACSSC | Dictionary learning from quadratic measurements in block sparse models. | Piya Pal |
| 2014 | ACSSC | Gridless methods for underdetermined source estimation. | Piya Pal, P. P. Vaidyanathan |
| 2014 | ICASSP | Parameter identifiability in Sparse Bayesian Learning. | Piya Pal, P. P. Vaidyanathan |
| 2014 | ICASSP | The farey-dictionary for sparse representation of periodic signals. | P. P. Vaidyanathan, Piya Pal |
| 2013 | ACSSC | Why does direct-MUSIC on sparse-arrays work? | P. P. Vaidyanathan, Piya Pal |
| 2013 | ICASSP | Correlation-aware sparse support recovery: Gaussian sources. | Piya Pal, P. P. Vaidyanathan |
| 2012 | ACSSC | On application of LASSO for sparse support recovery with imperfect correlation awareness. | Piya Pal, P. P. Vaidyanathan |
| 2012 | ACSSC | Session TP3a: Information theoretic signal processing. | P. P. Vaidyanathan, Piya Pal |
| 2012 | ACSSC | Role of bandwidth in the quality of inversion of linear multirate systems with noise. | P. P. Vaidyanathan, Piya Pal |
| 2011 | ACSSC | Non uniform linear arrays for improved identifiability in cumulant based DOA Estimation. | Piya Pal, P. P. Vaidyanathan |
| 2011 | ACSSC | Coprime sampling for system stabilization with FIR multirate controllers. | P. P. Vaidyanathan, Piya Pal |
| 2011 | ICASSP | Two dimensional nested arrays on lattices. | Piya Pal, Palghat P. Vaidyanathan |
| 2011 | ICASSP | Adjugate pairs of sparse arrays for sampling two dimensional signals. | Palghat P. Vaidyanathan, Piya Pal |
| 2010 | ICASSP | A novel array structure for directions-of-arrival estimation with increased degrees of freedom. | Piya Pal, P. P. Vaidyanathan |
| 2010 | ISCAS | Beamforming using passive nested arrays of sensors. | Piya Pal, P. P. Vaidyanathan |
| 2009 | ICASSP | Frequency invariant MVDR beamforming without filters and implementation using MIMO radar. | Piya Pal, P. P. Vaidyanathan |
| 2008 | ACSSC | MIMO radar with broadband waveforms: Smearing filter banks and 2D virtual arrays. | P. P. Vaidyanathan, Piya Pal, Chun-Yang Chen |