Scholar
Nan Cheng
Google Scholar ID: Emc7cs0AAAAJ
University of Michigan
condensed matter physics
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11
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nancheng@umich.edu
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Publications
61 items
Adaptive Beam Hopping and Power Control for Dual-Layer Over-the-Air Online Federated Learning in LEO Satellite Networks
2026
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0
BeamRMX: Radiation-Pattern-Driven Learning for Generalizable Beam Radio Map Prediction and Beam Management
2026
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0
RMWorld: Task-Aware Radio World Models with Value-of-Information Guided Multi-Trial Learning for Multi-UAV Communication Control
2026
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0
RadioVIL: Anomaly-Aware Diffusion Models for Radio Map Inpainting and Zero-Shot Vehicle Localization
2026
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0
World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation
2026
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0
RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization
2026
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0
RMPrior: Bridging Propagation Priors and Diffusion Refinement for Efficient Radio Map Construction
2026
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0
Beam-Aware Radio Map Estimation With Physics-Consistent Parametric Modeling for Unknown Multiple Satellites
2026
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