| 2026 | WCNC | Learning Codes and Decoders Simultaneously: A Cross-Attention Transformer Approach. | Elaheh Bassak, Elvino Sousa |
| 2025 | GLOBECOM | Modular Information Bottleneck Encoding for Scalable Task Inference in IoT Networks. | Hossein Bijanrostami, Elvino Sousa, Mohammad Karimzadeh-Farshbafan |
| 2025 | PIMRC | Hierarchical Feature Encoding in 6G in-X Subnetworks Using Information Bottleneck. | Hossein Bijanrostami, Elvino Sousa, Mohammad Karimzadeh-Farshbafan |
| 2025 | WCNC | Optimal Trajectory Planning for Autonomous Robots Under Dynamic Network Connectivity Constraints: A GraphSAGE Approach. | Seyed Mohammad Mortazavi, Elvino Sousa |
| 2024 | INFOCOM | Piggybacking on UAV Package Delivery Systems to Simultaneously Provide Wireless Coverage: A Deep Reinforcement Learning-Based Trajectory Design. | Jeong Min Kong, Elvino Sousa |
| 2024 | WCNC | Intelligent Interference Management in VANETs Through Dynamic Resource Allocation Based on Graph Isomorphism Networks. | Seyed Mohammad Mortazavi, Elvino Sousa |
| 2023 | GLOBECOM | GNN-Based Proportional Fair Dynamic Bandwidth Allocation in Wireless Vehicular Networks. | Seyed Mohammad Mortazavi, Elvino Sousa |
| 2023 | ISNCC | Adaptive Ratio-Based-Threshold Gradient Sparsification Scheme for Federated Learning. | Jeong Min Kong, Elvino Sousa |
| 2023 | PIMRC | Efficient Mobile Cellular Traffic Forecasting using Spatial-Temporal Graph Attention Networks. | Seyed Mohammad Mortazavi, Elvino Sousa |
| 2018 | PIMRC | Performance Gains of Three-Dimensional MIMO Antenna Structures. | Samer Henry, Ahmed Alsohaily, Elvino Sousa |
| 2018 | WCNC | Two-tier cellular system up-link based on space-frequency block codes and signal alignment. | Syed Saqlain Ali, Daniel Castanheira, Ahmed Alsohaily, Elvino Sousa, Ado Silva, Atlio Gameiro |
| 2017 | PIMRC | LoRaWAN radio interface analysis for North American frequency band operation. | Ahmed Alsohaily, Elvino Sousa, Adam J. Tenenbaum, Ivo Maljevic |
| 2015 | WCNC | Extended shadow fading model for irregular cellular networks. | Levent Kayili, Elvino Sousa |
| 2014 | WCNC | Cell outage compensation for irregular cellular networks. | Levent Kayili, Elvino Sousa |
| 1998 | PIMRC | Performance evaluation of DS/CDMA systems employing adaptive transmission rate under imperfect power control. | Bassam Hashem, Elvino Sousa |