| Connecting the dots: Identifying network structure via graph signal processing G Mateos, S Segarra, AG Marques, A Ribeiro IEEE Signal Processing Magazine 36 (3), 16-43, 2019 | 396 | 2019 |
| Convolutional neural network architectures for signals supported on graphs F Gama, AG Marques, G Leus, A Ribeiro IEEE Transactions on Signal Processing 67 (4), 1034-1049, 2019 | 347 | 2019 |
| Network topology inference from spectral templates S Segarra, AG Marques, G Mateos, A Ribeiro IEEE Transactions on Signal and Information Processing over Networks 3 (3 …, 2017 | 344 | 2017 |
| Sampling of graph signals with successive local aggregations AG Marques, S Segarra, G Leus, A Ribeiro Signal Processing, IEEE Transactions on 64 (7), 1832 - 1843, 2016 | 322 | 2016 |
| Optimal graph-filter design and applications to distributed linear network operators S Segarra, AG Marques, A Ribeiro IEEE Transactions on Signal Processing 65 (15), 4117-4131, 2017 | 308 | 2017 |
| Stationary graph processes and spectral estimation AG Marques, S Segarra, G Leus, A Ribeiro IEEE Transactions on Signal Processing 65 (22), 5911-5926, 2017 | 263 | 2017 |
| A unified approach to QoS-guaranteed scheduling for channel-adaptive wireless networks X Wang, GB Giannakis, AG Marques Proceedings of the IEEE 95 (12), 2410-2431, 2007 | 244 | 2007 |
| Reconstruction of graph signals through percolation from seeding nodes S Segarra, A Marques, G Leus, A Ribeiro IEEE Transactions on Signal Processing 64 (16), 4363-4378, 2016 | 115 | 2016 |
| Blind identification of graph filters S Segarra, G Mateos, AG Marques, A Ribeiro IEEE Transactions on Signal Processing 65 (5), 1146-1159, 2016 | 95 | 2016 |
| Resource allocation for interweave and underlay CRs under probability-of-interference constraints AG Marques, LM Lopez-Ramos, GB Giannakis, J Ramos IEEE Journal on Selected Areas in Communications 30 (10), 1922-1933, 2012 | 91 | 2012 |
| Dynamic resource management for cognitive radios using limited-rate feedback AG Marques, X Wang, GB Giannakis IEEE Transactions on signal processing 57 (9), 3651-3666, 2009 | 87 | 2009 |
| Rating prediction via graph signal processing W Huang, AG Marques, AR Ribeiro IEEE Transactions on Signal Processing 66 (19), 5066-5081, 2018 | 80 | 2018 |
| Graph Signal Processing: History, development, impact, and outlook G Leus, AG Marques, JMF Moura, A Ortega, DI Shuman IEEE Signal Processing Magazine 40 (4), 49-60, 2023 | 72 | 2023 |
| DGLB: Distributed stochastic geographical load balancing over cloud networks T Chen, AG Marques, GB Giannakis IEEE Transactions on Parallel and Distributed Systems 28 (7), 1866-1880, 2016 | 66 | 2016 |
| Invariance-preserving localized activation functions for graph neural networks L Ruiz, F Gama, AG Marques, A Ribeiro IEEE Transactions on Signal Processing 68, 127-141, 2019 | 60 | 2019 |
| Network topology inference from non-stationary graph signals R Shafipour, S Segarra, AG Marques, G Mateos 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 59 | 2017 |
| Reinforcement learning for adaptive caching with dynamic storage pricing A Sadeghi, F Sheikholeslami, AG Marques, GB Giannakis IEEE Journal on Selected Areas in Communications 37 (10), 2267-2281, 2019 | 58 | 2019 |
| Signal processing on directed graphs: The role of edge directionality when processing and learning from network data AG Marques, S Segarra, G Mateos IEEE Signal Processing Magazine 37 (6), 99-116, 2020 | 57 | 2020 |
| Optimal cross-layer resource allocation in cellular networks using channel-and queue-state information AG Marques, LM Lopez-Ramos, GB Giannakis, J Ramos, AJ Caamaño IEEE Transactions on Vehicular Technology 61 (6), 2789-2807, 2012 | 57 | 2012 |
| Minimizing transmit power for coherent communications in wireless sensor networks with finite-rate feedback AG Marques, X Wang, GB Giannakis IEEE Transactions on Signal Processing 56 (9), 4446-4457, 2008 | 57 | 2008 |
Santiago SegarraAssociate Professor, Electrical and Computer Engineering, Rice UniversityVerified email at rice.edu
