Author

Xinfeng Deng

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Preprint Oct 2026

BitFlat: Error-Localized Bitstream Design for Robust Diffusion Image Compression

Zero-shot diffusion image compression based on reverse channel coding achieves high perceptual quality at low bitrates without retraining, yet its bitstream remains vulnerable to bit flips. Prior work has shown that a joint combinatorial representation can amplify a single bit flip into substitutions of multiple atoms...

Xin-Feng Deng, Li Zhou, Hai-Tao Chen et al. · 0 citations

2026

Multi-UAV-Aided Data Collection in Complex 3-D Urban Environments: A MADRL Approach Enhanced With Pheromone-Reward Shaping

This paper investigates the problem of cooperative multiple unmanned aerial vehicles (UAVs) data collection for Internet of Things (IoT) networks in dense urban environments. Unlike existing studies that predominantly rely on idealized spatial models and average-based probabilistic channel models, this work explicitly...

Haitao Chen, Xinfeng Deng, Zhe Wang et al. · IEEE Transactions on Cogniti... · 0 citations