| 2021 | AAAI | Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs. | Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati |
| 2012 | ICML | Joint Optimization and Variable Selection of High-dimensional Gaussian Processes. | Bo Chen, Rui M. Castro, Andreas Krause |
| 2010 | ICASSP | Adaptive spectrum sensing for agile cognitive radios. | Ali Tajer, Rui M. Castro, Xiaodong Wang |
| 2010 | ISIT | Improved bounds for sparse recovery from adaptive measurements. | Jarvis D. Haupt, Rui M. Castro, Robert D. Nowak |
| 2008 | ACSSC | Adaptive discovery of sparse signals in noise. | Jarvis D. Haupt, Rui M. Castro, Robert D. Nowak |
| 2008 | ICASSP | Finding needles in noisy haystacks. | Rui M. Castro, Jarvis D. Haupt, Robert D. Nowak, Gil M. Raz |
| 2007 | COLT | Minimax Bounds for Active Learning. | Rui M. Castro, Robert D. Nowak |
| 2006 | ICASSP | Compressed Sensing Vs. Active Learning. | Rui M. Castro, Jarvis D. Haupt, Robert D. Nowak |
| 2004 | ICASSP | Coarse-to-fine manifold learning [image processing example]. | Rui M. Castro, Rebecca Willett, Robert D. Nowak |
| 2002 | SIGMETRICS | Maximum likelihood network topology identification from edge-based unicast measurements. | Mark Coates, Rui M. Castro, Robert D. Nowak, Manik Gadhiok, Ryan King, Yolanda Tsang |