publications
2023
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ICLRWiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable SimulationsIn The Eleventh International Conference on Learning Representations, 2023
2022
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JSTSPDecentralized federated learning with unreliable communicationsIEEE Journal of Selected Topics in Signal Processing, 2022
2021
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WCMFederated learning and wireless communicationsIEEE Wireless Communications, 2021
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TCCNDeep learning based end-to-end wireless communication systems without pilotsIEEE Transactions on Cognitive Communications and Networking, 2021
2020
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TWCDeep learning-based end-to-end wireless communication systems with conditional GANs as unknown channelsIEEE Transactions on Wireless Communications, 2020
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TCOMLearn to compress CSI and allocate resources in vehicular networksIEEE Transactions on Communications, 2020
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GLOBECOMDeep over-the-air computationIn GLOBECOM 2020-2020 IEEE Global Communications Conference, 2020
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GLOBECOMResource allocation based on graph neural networks in vehicular communicationsIn GLOBECOM 2020-2020 IEEE Global Communications Conference, 2020
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ICCBilinear convolutional auto-encoder based pilot-free end-to-end communication systemsIn ICC 2020-2020 IEEE International Conference on Communications (ICC), 2020
2019
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TVTDeep reinforcement learning based resource allocation for V2V communicationsIEEE Transactions on Vehicular Technology, 2019
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WCMDeep learning in physical layer communicationsIEEE Wireless Communications, 2019
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JSACSpectrum sharing in vehicular networks based on multi-agent reinforcement learningIEEE Journal on Selected Areas in Communications, 2019
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Proc. IEEEDeep-learning-based wireless resource allocation with application to vehicular networksProceedings of the IEEE, 2019
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SPAWCCircular convolutional auto-encoder for channel codingIn 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019
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SPAWCMulti-agent reinforcement learning for spectrum sharing in vehicular networksIn 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019
2018
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VTMMachine learning for vehicular networks: Recent advances and application examplesieee vehicular technology magazine, 2018
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IoT-JToward intelligent vehicular networks: A machine learning frameworkIEEE Internet of Things Journal, 2018
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GC WkshpsChannel agnostic end-to-end learning based communication systems with conditional GANIn 2018 IEEE Globecom Workshops (GC Wkshps), 2018
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ICCDeep reinforcement learning for resource allocation in V2V communicationsIn 2018 IEEE International Conference on Communications (ICC), 2018
2017
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WCLPower of deep learning for channel estimation and signal detection in OFDM systemsIEEE Wireless Communications Letters, 2017
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TVCInitial results on deep learning for joint channel equalization and decodingIn 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 2017