Publications

Publications are listed in chronological order.

Aiming at the problem of speech enhancement in wireless voice sensor networks with mesh topology structure, the accuracy, robustness, timeliness and time consistency of the algorithm are studied from four methods, and nearly 10 papers are published in top conferences and journals. Aiming at the problem of fading and aging of van Gogh's works, modeling and learning of fading and aging of ancient paintings were conducted by using machine learning method based on actual data. Relevant research results were published in international conferences and journals related to cultural heritage protection, adopted by Van Gogh Museum and reported by Dutch media.


2023

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    Collaborative 3D Object Detection for Autonomous Vehicles via Learnable Communications
    IEEE Transactions on Intelligent Transportation Systems
    Junyong Wang, Yuan Zeng, Yi Gong

2023

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    Multi-Channel Attentive Feature Fusion for Radio Frequency Fingerprinting
    ArXiv
    Yuan Zeng, Yi Gong, Jiawei Liu, Shangao Lin, Zidong Han, Ruoxiao Cao, Kaibin Huang, Khaled Ben Letaief

2023

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    Learning to Scale Temperature in Masked Self-Attention for Image Inpainting
    ArXiv
    Xiang Zhou,Yuan Zeng, Yi Gong

2022

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    Modulation Recognition Using Signal Enhancement and Multistage Attention Mechanism
    IEEE Transactions on Wireless Communications
    Shangao Lin, Yuan Zeng, Yi Gong

2022

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    Adaptive Feature Fusion Based Cooperative 3D Object Detection for Autonomous Driving
    Information Communication Technologies Conference
    Junyong Wang, Yuan Zeng, Yi Gong

2022

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    Learning of time-frequency attention mechanism for automatic modulation recognition
    IEEE Wireless Communications Letters
    S Lin, Y Zeng, Y Gong

2021

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    Image Completion with Adaptive Multi-Temperature Mask-Guided Attention
    British Machine Vision Conference
    X Zhou, Y Zeng, Y Gong

2021

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    Feature learning and patch matching for diverse image inpainting
    Pattern Recognition
    Y Zeng, Y Gong, J Zhang

2021

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    Trajectory design for uav communications with no-fly zones by deep reinforcement learning
    IEEE International Conference on Communications Workshops
    Z Liu, Y Zeng, W Zhang, Y Gong

2020

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    Siamese Region Proposal Networks and Attention Module for Real-time Visual Tracking
    Proceedings of the 2020 4th International Conference on Video and Image Processing
    Hang Dong,Yuan Zeng, Yi Gong

2020

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    Deep learning based trainable approximate message passing for massive MIMO detection
    IEEE International Conference on Communications
    Peicong Zheng, Yuan Zeng, Zhenrong Liu, Yi Gong

2020

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    Controllable digital restoration of ancient paintings using convolutional neural network and nearest neighbor
    Pattern Recognition Letters
    Yuan Zeng, Yi Gong, Xiangrui Zeng

2019

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    Radar emitter signal detection with convolutional neural network
    IEEE International Conference on Communications
    Zhenrong Liu, Yankun Shi, Yuan Zeng, Yi Gong

2019

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    Multi-scale convolutional neural network for pixel-wise reconstruction of Van Gogh’s drawings
    Machine Vision and Applications
    Yuan Zeng, Jan CA van der Lubbe, Marco Loog

2019

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    Chronological Classification of Ancient Paintings of Mogao Grottoes Using Convolutional Neural Networks
    IEEE 4th International Conference on Signal and Image Processing
    Xiangyu Li, Yuan Zeng, Yi Gong

2019

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    Spectrum analysis and convolutional neural network for automatic modulation recognition
    IEEE Wireless Communications Letters
    Yuan Zeng , Meng Zhang, Fei Han, Yi Gong, Jin Zhang

2018

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    Nearest neighbor based digital restoration of damaged ancient Chinese paintings
    IEEE 23rd International Conference on Digital Signal Processing
    Yuan Zeng, Yi Gong

2018

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    Automatic modulation recognition using deep learning architectures
    IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications
    Meng Zhang, Yuan Zeng, Zidong Han, Yi Gong

2015

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    On clock synchronization for multi-microphone speech processing in wireless acoustic sensor networks
    IEEE International Conference on Acoustics, Speech and Signal Processing
    Y Zeng, RC Hendriks, ND Gaubitch

2015

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    Distributed estimation of the inverse of the correlation matrix for privacy preserving beamforming
    Signal Processing
    Y Zeng, RC Hendriks

2013

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    Clique-based distributed beamforming for speech enhancement in wireless sensor networks
    21st European Signal Processing Conference
    Y Zeng, RC Hendriks, R Heusdens

2013

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    Distributed delay and sum beamformer for speech enhancement via randomized gossip
    IEEE/ACM Transactions on Audio, Speech, and Language Processing
    Y Zeng, RC Hendriks

2012

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    Distributed MVDR beamforming for microphone networks using message passing
    International Workshop on Acoustic Signal Enhancement
    R Heusdens, G Zhang, RC Hendriks, Y Zeng, WB Kleijn

2012

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    Distributed delay and sum beamformer in regular networks based on synchronous randomized gossip
    IEEE International Conference on Acoustics, Speech and Signal Processing
    Y Zeng, RC Hendriks