| Network function virtualization in dynamic networks: A stochastic perspective X Cheng, Y Wu, G Min, AY Zomaya IEEE Journal on Selected Areas in Communications 36 (10), 2218-2232, 2018 | 78 | 2018 |
| Digital twin network: Opportunities and challenges P Almasan, M Ferriol-Galmés, J Paillisse, J Suárez-Varela, D Perino, ... arXiv preprint arXiv:2201.01144, 2022 | 57 | 2022 |
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| Safeguard network slicing in 5G: A learning augmented optimization approach X Cheng, Y Wu, G Min, AY Zomaya, X Fang IEEE Journal on Selected Areas in Communications 38 (7), 1600-1613, 2020 | 46 | 2020 |
| Graph neural networks for communication networks: Context, use cases and opportunities J Suárez-Varela, P Almasan, M Ferriol-Galmés, K Rusek, F Geyer, ... IEEE network, 2022 | 44 | 2022 |
| Is machine learning ready for traffic engineering optimization? G Bernárdez, J Suárez-Varela, A López, B Wu, S Xiao, X Cheng, ... 2021 IEEE 29th International Conference on Network Protocols (ICNP), 1-11, 2021 | 31 | 2021 |
| Routenet-erlang: A graph neural network for network performance evaluation M Ferriol-Galmés, K Rusek, J Suárez-Varela, S Xiao, X Shi, X Cheng, ... IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2018-2027, 2022 | 29 | 2022 |
| Building a digital twin for network optimization using graph neural networks M Ferriol-Galmés, J Suárez-Varela, J Paillissé, X Shi, S Xiao, X Cheng, ... Computer Networks 217, 109329, 2022 | 27 | 2022 |
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| ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning P Almasan, S Xiao, X Cheng, X Shi, P Barlet-Ros, A Cabellos-Aparicio Computer Networks 214, 109166, 2022 | 12 | 2022 |
| DeepBGP: A machine learning approach for BGP configuration synthesis M Bahnasy, F Li, S Xiao, X Cheng Proceedings of the Workshop on Network Meets AI & ML, 48-55, 2020 | 12 | 2020 |
| Convergence analysis of discrete high-index saddle dynamics Y Luo, X Zheng, X Cheng, L Zhang SIAM Journal on Numerical Analysis 60 (5), 2731-2750, 2022 | 10 | 2022 |
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| FlowDT: a flow-aware digital twin for computer networks M Ferriol-Galmés, X Cheng, X Shi, S Xiao, P Barlet-Ros, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
| Leveraging Spatial and Temporal Correlations for Network Traffic Compression P Almasan, K Rusek, S Xiao, X Shi, X Cheng, A Cabellos-Aparicio, ... arXiv preprint arXiv:2301.08962, 2023 | 3 | 2023 |
| IGNNITION: fast prototyping of graph neural networks for communication networks D Pujol-Perich, J Suárez-Varela, M Ferriol-Galmés, B Wu, S Xiao, ... Proceedings of the SIGCOMM'21 Poster and Demo Sessions, 71-73, 2021 | 3 | 2021 |
| Principal component analysis based multiplexing solution for MIMO systems in high-speed railway X Cheng, X Fang 2014 International Workshop on High Mobility Wireless Communications, 48-52, 2014 | 2 | 2014 |
