AA
Ali Afana
eess.SPcs.ITmath.ITcs.LGcs.NIcs.AIcs.CVcs.CLcs.CR
On Valency
published · living versionsW_yam2e82d·v1 · currentpublished
Multi-Model Over-the-Air Federated Learning via Transceiver Beamforming and Device Grouping
with Chong Zhang, Min Dong, Ben Liang, Yahia A. Eldemerdash Ahmed
1 version
Preprints & journals
24 papers in the corpus · 2023–2026Out-of-Distribution Detection in Wireless Multimodal Foundation Models for 6G ISAC2607.21455v1 · Mohammad Farzanullah, Akram Bin Sediq, Ali Afana et al.2026 · 0 citationsarXiv
Chain-of-Thought Reasoning Enhances In-Context Learning for LLM-Based Mobile Traffic Prediction2605.09260v1 · MohammadMahdi Ghadaksaz, Mohammad Farzanullah, Akram Bin Sediq et al.2026 · 0 citationsarXiv
Foundation Model-Aided Hierarchical Deep Reinforcement Learning for Blockage-Aware Link in RIS-Assisted Networks2602.09157v1 · Mohammad Ghassemi, Han Zhang, Ali Afana et al.2026 · 0 citationsarXiv
Multi-Modal Data-Enhanced Foundation Models for Prediction and Control in Wireless Networks: A Survey2601.03181v1 · Han Zhang, Mohammad Farzanullah, Mohammad Ghassemi et al.2026 · 2 citationsarXiv
Dual-Transformer Aided Hierarchical Deep Reinforcement Learning for Robust RIS-Assisted Near-Field Communications2601.03427v3 · Mohammad Ghassemi, Han Zhang, Ali Afana et al.2026 · 0 citationsarXiv
Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems2512.23897v1 · Mohammad Farzanullah, Han Zhang, Akram Bin Sediq et al.2025 · 0 citationsarXiv
Robust Segmented Analog Broadcast Design to Accelerate Wireless Federated Learning2510.02701v1 · Chong Zhang, Ben Liang, Min Dong et al.2025 · 0 citationsarXiv
Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication2506.09855v1 · Mohammad Ghassemi, Sara Farrag Mobarak, Han Zhang et al.2025 · 3 citationsarXiv
Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G2506.06942v1 · Mohammad Farzanullah, Han Zhang, Akram Bin Sediq et al.2025 · 1 citationarXiv
Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection2506.12074v1 · Han Zhang, Akram Bin Sediq, Ali Afana et al.2025 · 2 citationsarXiv
SegOTA: Accelerating Over-the-Air Federated Learning with Segmented Transmission2504.09745v2 · Chong Zhang, Min Dong, Ben Liang et al.2025 · 2 citationsarXiv
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning2503.08937v1 · Mohammad Farzanullah, Han Zhang, Akram Bin Sediq et al.2025 · 7 citationsarXiv
Improving Wireless Federated Learning via Joint Downlink-Uplink Beamforming over Analog Transmission2502.02034v1 · Chong Zhang, Min Dong, Ben Liang et al.2025 · 2 citationsarXiv
Generative AI-enabled Blockage Prediction for Robust Dual-Band mmWave Communication2501.11763v1 · Mohammad Ghassemi, Han Zhang, Ali Afana et al.2025 · 5 citationsarXiv
Regularized Top-: A Bayesian Framework for Gradient Sparsification2501.05633v2 · Ali Bereyhi, Ben Liang, Gary Boudreau et al.2025 · 1 citationIEEE Transactions on Signal Processing, vol. 73, pp. 4463 - 4478, 2025
Multi-Modal Transformer and Reinforcement Learning-based Beam Management2410.19859v1 · Mohammad Ghassemi, Han Zhang, Ali Afana et al.2024 · 12 citationsarXiv
Novel Gradient Sparsification Algorithm via Bayesian Inference2409.14893v1 · Ali Bereyhi, Ben Liang, Gary Boudreau et al.2024 · 4 citationsarXiv
Uplink Over-the-Air Aggregation for Multi-Model Wireless Federated Learning2409.00978v1 · Chong Zhang, Min Dong, Ben Liang et al.2024 · 4 citationsarXiv
Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks2406.04276v1 · Han Zhang, Akram Bin Sediq, Ali Afana et al.2024 · 3 citationsarXiv
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer2406.18542v1 · Mohammad Farzanullah, Han Zhang, Akram Bin Sediq et al.2024 · 4 citationsarXiv
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection2405.11002v1 · Han Zhang, Akram Bin Sediq, Ali Afana et al.2024 · 40 citationsarXiv
Fast Group Scheduling for Downlink Large-Scale Multi-Group Multicast Beamforming2403.10002v2 · Chong Zhang, Min Dong, Ben Liang et al.2024 · 0 citationsarXiv
Multi-Model Wireless Federated Learning with Downlink Beamforming2312.13424v2 · Chong Zhang, Min Dong, Ben Liang et al.2023 · 4 citationsarXiv
Joint Downlink-Uplink Beamforming for Wireless Multi-Antenna Federated Learning2307.00315v1 · Chong Zhang, Min Dong, Ben Liang et al.2023 · 7 citationsarXiv
Career total: 70 works. 24 are in this corpus.
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