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Nan Cheng

RFLocMatch: Reference-Conditioned Residual Learning from Angle-Delay Spectra for Accurate Localization
2026 · Zhao, Leihao, Wang, Xiucheng, et al. · arXiv (Cornell University)
RadioTraj3D: Height-Aware Adaptive Sampling for 3D Radio-Map Reconstruction from Ultra-Sparse Trajectories
2026 · Guo, Zixuan, Wang, Xiucheng, et al. · arXiv (Cornell University)
Programmable Non-Hermitian Synchronization of Light on a Silicon Photonic Processor
2026 · Ze-Sheng Xu, Nan Cheng, et al. · ACS Photonics
RMSampler: Sparse Radio Map Reconstruction with Active Sampling and Diffusion Posterior Correction
2026 · Cheng, Nan, Wang, Xiucheng · arXiv (Cornell University)
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BeamRMX: Radiation-Pattern-Driven Learning for Generalizable Beam Radio Map Prediction and Beam Management
2026 · Zhang, Yue, Wang, Xiucheng, et al. · arXiv (Cornell University)
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RadioVIL: Anomaly-Aware Diffusion Models for Radio Map Inpainting and Zero-Shot Vehicle Localization
2026 · Zhao, Ruixin, Wang, Xiucheng, et al. · arXiv (Cornell University)
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Path-Level Radio Map-Aided Fast and Robust Channel Estimation for Pilot-Starved MIMO-OFDM Systems
2026 · Xiucheng Wang, Nan Cheng, et al. · IEEE/CIC International Conference on Communications in China (ICCC)
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RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization
2026 · Wang, Xiucheng, Huang, Junxi, et al. · arXiv (Cornell University)
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RadioDiff-Inv2: Differentiable Diffusion Inversion under Location Drift from Sparse Noisy Measurements for Radio Map Estimation
2026 · Wang, Xiucheng, Wang, Kailong, et al. · arXiv (Cornell University)
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RMPrior: Bridging Propagation Priors and Diffusion Refinement for Efficient Radio Map Construction
2026 · Guo, Zixuan, Wang, Xiucheng, et al. · arXiv (Cornell University)
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Map2APS: A Physically Grounded Benchmark for Direct Angle Power Spectrum Prediction from Urban Geometry
2026 · Huang, Junxi, Wang, Xiucheng, et al. · arXiv (Cornell University)
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Physics-informed line-of-sight learning for scalable deterministic channel modeling
2026 · Wang, Xiucheng, Huang, Junxi, et al. · arXiv (Cornell University)
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Learn for Variation: Efficient AAV Trajectory Learning through a Differentiable Wireless World Model
2026 · Wang, Xiucheng, Chen, Zhenye, et al. · arXiv (Cornell University)
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RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion Models for High-Fidelity Radio Map Construction
2026 · Wang, Xiucheng, Guo, Zixuan, et al. · arXiv (Cornell University)
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BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for Joint Site Selection and Precoding
2026 · Wang, Xiucheng, Zhang, Yue, et al. · arXiv (Cornell University)
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A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness
2026 · Wang, Xiucheng, Pan, Yuhao, et al. · arXiv (Cornell University)
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RadioDiff-Flux: Efficient Radio Map Construction via Generative Denoise Diffusion Model Trajectory Midpoint Reuse
2026 · Wang, Xiucheng, Zheng, Peilin, et al. · arXiv (Cornell University)
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PrismWF: A Multi-Granularity Patch-Based Transformer for Robust Website Fingerprinting Attack
2026 · Yuhao Pan, Wenchao Xu, et al. · IEEE Transactions on Dependable and Secure Computing
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Works count: 18
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