| 2026 | AAAI | Covariance Scattering Transforms. | Andrea Cavallo, Ayushman Raghuvanshi, Sundeep Prabhakar Chepuri, Elvin Isufi |
| 2025 | ACSSC | Robust Covariance Neural Networks. | Andrea Cavallo, Ayushman Raghuvanshi, Sundeep Prabhakar Chepuri, Elvin Isufi |
| 2025 | ACSSC | Task-driven Heterophilic Graph Structure Learning. | Ayushman Raghuvanshi, Gonzalo Mateos, Sundeep Prabhakar Chepuri |
| 2025 | ICASSP | Frank-Wolfe Method with Proximal Regularization for Constrained Federated Learning with Non-iid Data. | Robin Francis, Sundeep Prabhakar Chepuri |
| 2025 | ICASSP | Differentially Private and Communication-efficient Decentralized Learning Using Deep Quantizers. | Robin Francis, Sundeep Prabhakar Chepuri |
| 2025 | ICASSP | Topological Scattering over Product Cell Complexes. | Ayushman Raghuvanshi, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2024 | ACSSC | Sparse Neural Precoders for Distributed Integrated Sensing and Communication Systems. | Soumyadeep Chatterjee, R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri |
| 2024 | ACSSC | Variational Self-Supervised Learning on Simplicial Complexes. | Ayushman Raghuvanshi, Sravanthi Gurugubelli, Hiren Madhu, Sundeep Prabhakar Chepuri |
| 2024 | ACSSC | Integrated Sensing and Communication Using Spatial Sigma-delta Quantized Arrays. | R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri |
| 2024 | ACSSC | Sparse MIMO Array Design Using Uplink-Downlink Duality and Hole-Free Zone Co-Array Sensing. | Ids Van der Werf, Sundeep Prabhakar Chepuri, Geert Lens |
| 2024 | ICASSP | Differentially Private Federated Frank-Wolfe. | Robin Francis, Sundeep Prabhakar Chepuri |
| 2024 | ICASSP | Sampling and Recovery of Signals Over Product Cell Structures. | Thummaluru Siddartha Reddy, Sundeep Prabhakar Chepuri |
| 2024 | ICLR | SaNN: Simple Yet Powerful Simplicial-aware Neural Networks. | Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2024 | ICML | Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms. | Hiren Madhu, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2023 | ACSSC | Gaussian Processes for Edge Flow Prediction with Active Learning. | Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2023 | ICASSP | Quantized Precoding and RIS-Assisted Modulation for Integrated Sensing and Communications Systems. | R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri |
| 2022 | ACSSC | Speeding up the Frank-Wolfe method using the Orthogonal Jacobi polynomials. | Robin Francis, Sundeep Prabhakar Chepuri |
| 2022 | ACSSC | Identifying Core-Periphery Structures Using Graph Neural Networks. | Rajat Kumar, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2022 | ICASSP | Learning Sparse Graphs with a Core-Periphery Structure. | Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri |
| 2021 | ACSSC | Learning a Partial Graph and the Nystrm Extension for Spectral Clustering. | Sravanthi Gurugubelli, Sai Kiran Kadambari, Sundeep Prabhakar Chepuri |
| 2021 | ACSSC | Tensor Canonical Correlation Analysis on Graphs. | Thummaluru Siddartha Reddy, Sundeep Prabhakar Chepuri |
| 2021 | ICASSP | Multiview Variational Graph Autoencoders for Canonical Correlation Analysis. | Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard |
| 2021 | ICASSP | Millimeter Wave MIMO Channel Estimation with 1-bit Spatial Sigma-Delta Analog-to-Digital Converters. | R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri |
| 2020 | ICASSP | Learning Product Graphs from Multidomain Signals. | Sai Kiran Kadambari, Sundeep Prabhakar Chepuri |
| 2020 | ICASSP | Generative Adversarial Networks for Graph Data Imputation from Signed Observations. | Amarlingam Madapu, Santiago Segarra, Sundeep Prabhakar Chepuri, Antonio G. Marques |
| 2019 | ACSSC | Fast Graph Convolutional Recurrent Neural Networks. | Sai Kiran Kadambari, Sundeep Prabhakar Chepuri |
| 2019 | ACSSC | Analog Beamforming For Active Imaging Using Sparse Arrays. | Robin Rajamki, Sundeep Prabhakar Chepuri, Visa Koivunen |
| 2019 | ACSSC | Blind Sensor Array Calibration and Doa Estimation of Broadband Sources. | Krishnaprasad Nambur Ramamohan, Sundeep Prabhakar Chepuri, Daniel Fernndez Comesaa, Geert Leus |
| 2019 | ICASSP | Blind Calibration of Sparse Arrays for DOA Estimation with Analog and One-bit Measurements. | Krishnaprasad Nambur Ramamohan, Sundeep Prabhakar Chepuri, Daniel Fernndez Comesaa, Geert Leus |
| 2018 | ICASSP | Distributed Analytical Graph Identification. | Sundeep Prabhakar Chepuri, Mario Coutino, Antonio G. Marques, Geert Leus |
| 2018 | ICASSP | Graph Sampling with and Without Input Priors. | Sundeep Prabhakar Chepuri, Yonina C. Eldar, Geert Leus |
| 2018 | ICASSP | Subset Selection for Kernel-Based Signal Reconstruction. | Mario Coutino, Sundeep Prabhakar Chepuri, Geert Leus |
| 2018 | ICASSP | Blind Calibration for Acoustic Vector Sensor Arrays. | Krishnaprasad Nambur Ramamohan, Sundeep Prabhakar Chepuri, Daniel Fernandez Comesana, Graciano Carrillo Pousa, Geert Leus |
| 2017 | ICASSP | Learning sparse graphs under smoothness prior. | Sundeep Prabhakar Chepuri, Sijia Liu, Geert Leus, Alfred O. Hero III |
| 2017 | ICASSP | Distributed sensor selection for field estimation. | Sijia Liu, Sundeep Prabhakar Chepuri, Geert Leus, Alfred O. Hero III |
| 2016 | ACSSC | Subgraph detection using graph signals. | Sundeep Prabhakar Chepuri, Geert Leus |
| 2016 | ICASSP | Towards multi-rigid body localization. | Andrea Pizzo, Sundeep Prabhakar Chepuri, Geert Leus |
| 2015 | ACSSC | Sparse sensing for estimation with correlated observations. | Sundeep Prabhakar Chepuri, Geert Leus |
| 2015 | ACSSC | Big data sketching with model mismatch. | Sundeep Prabhakar Chepuri, Yu Zhang, Geert Leus, Georgios B. Giannakis |
| 2015 | ICASSP | Sparse sensing for distributed gaussian detection. | Sundeep Prabhakar Chepuri, Geert Leus |
| 2014 | ACSSC | Compression schemes for time-varying sparse signals. | Sundeep Prabhakar Chepuri, Geert Leus |
| 2014 | ICASSP | Sparsity-promoting adaptive sensor selection for non-linear filtering. | Sundeep Prabhakar Chepuri, Geert Leus |
| 2013 | ICASSP | Position and orientation estimation of a rigid body: Rigid body localization. | Sundeep Prabhakar Chepuri, Geert Leus, Alle-Jan van der Veen |
| 2013 | ICASSP | Zero-forcing pre-equalization with transmit antenna selection in MIMO systems. | Seyran Khademi, Sundeep Prabhakar Chepuri, Geert Leus, Alle-Jan van der Veen |
| 2012 | ACSSC | Joint localization and clock synchronization for wireless sensor networks. | Sundeep Prabhakar Chepuri, Geert Leus, Alle-Jan van der Veen |
| 2011 | WCNC | Performance evaluation of an IEEE 802.15.4 cognitive radio link in the 2360-2400 MHz band. | Sundeep Prabhakar Chepuri, Ruben de Francisco, Geert Leus |
| 2011 | WCNC | Optimal hard fusion strategies for cognitive radio networks. | Sina Maleki, Sundeep Prabhakar Chepuri, Geert Leus |