Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing. - Xiaoguang Tu; Jian Zhao 006; Mei Xie; Guodong Du 004; Hengsheng Zhang; Jianshu Li; Zheng Ma 005; Jiashi Feng (CoRR, 2019)

Deep Transfer Across Domains for Face Anti-spoofing. - Xiaoguang Tu; Hengsheng Zhang; Mei Xie; Yao Luo; Yuefei Zhang; Zheng Ma 005 (CoRR, 2019)

Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture. - Xiaoguang Tu; Hengsheng Zhang; Mei Xie; Yao Luo; Yuefei Zhang; Zheng Ma 005 (CoRR, 2019)

Deep transfer across domains for face antispoofing. - Xiaoguang Tu; Hengsheng Zhang; Mei Xie; Yao Luo; Yuefei Zhang; Zheng Ma 005 (J. Electronic Imaging, 2019)

Face Attribute Invertion. - Xiaoguang Tu; Yao Luo; Hengsheng Zhang; Wenjie Ai; Zheng Ma 005; Mei Xie (CoRR, 2020)

Video Enhancement Based on Unpaired Learning. - Jinjin Chen; Wenyao Gan; Hengsheng Zhang; Rong Xie; Li Song 001; Min Chen 011 (BMSB, 2021)

A Codec Information Assisted Framework for Efficient Compressed Video Super-Resolution. - Hengsheng Zhang; Xueyi Zou; Jiaming Guo; Youliang Yan; Rong Xie; Li Song 001 (ECCV (17), 2022)

MLS-GAN: Multi-Level Semantic Guided Image Colorization. - Xinning Chai; Xibei Liu; Hengsheng Zhang; Han Wang; Li Song 001; Liean Cao (ICIP, 2022)

Joint resource management for mobility supported federated learning in Internet of Vehicles. - Ge Wang 006; Fangmin Xu; Hengsheng Zhang; Chenglin Zhao (Future Gener. Comput. Syst., 2022)

YOLO-SD: Small Ship Detection in SAR Images by Multi-Scale Convolution and Feature Transformer Module. - Simin Wang; Song Gao; Lun Zhou; Ruochen Liu; Hengsheng Zhang; Jiaming Liu; Yong Jia; Jiang Qian (Remote. Sens., 2022)

IPD-Net: Infrared Pedestrian Detection Network via Adaptive Feature Extraction and Coordinate Information Fusion. - Lun Zhou; Song Gao; Simin Wang; Hengsheng Zhang; Ruochen Liu; Jiaming Liu (Sensors, 2022)

Tiny Machine Learning (Tiny-ML) for Efficient Channel Estimation and Signal Detection. - Hongfu Liu 003; Ziping Wei; Hengsheng Zhang; Bin Li 002; Chenglin Zhao (IEEE Trans. Veh. Technol., 2022)

Learning to Optimize User Association and Spectrum Allocation With Partial Observation in mmWave-Enabled UAV Networks. - Chaoqiong Fan; Changyang She; Hengsheng Zhang; Bin Li 002; Chenglin Zhao; Dusit Niyato (IEEE Trans. Wirel. Commun., 2022)

China 264 sample cities AQI, CO and NO2 and O3, PM10 and PM2.5, SO2 data set. - Hengsheng Zhang (IEEE DataPort, 2022)

China 264 sample cities AQI, CO and NO2 and O3, PM10 and PM2.5, SO2 data set. - Hengsheng Zhang (IEEE DataPort, 2022)

Dual-Head Fusion Network for Image Enhancement. - Yuhong Zhang; Hengsheng Zhang; Li Song 001; Rong Xie; Wenjun Zhang 001 (ICASSP, 2023)

Old-Photo Restoration with Detail- and Structure-Enhanced Cascaded Learning. - Xibei Liu; Xinning Chai; Hengsheng Zhang; Rong Xie; Xiao Gu 001; Li Song 001; Liean Cao (ICME Workshops, 2023)

Digital twin-enabled deep reinforcement learning for joint scheduling of ultra-reliable low latency communication and enhanced mobile broad band: A reliability-guaranteed approach. - Yining Zhang; Hengsheng Zhang; Xiaokai Liu; Chenglin Zhao; Fangmin Xu (Trans. Emerg. Telecommun. Technol., 2023)

Dyna-Validator: A Model-based Reinforcement Learning Method with Validated Simulated Experiences. - Hengsheng Zhang; Jingchen Li; Ziming He; Jinhui Zhu; Haobin Shi (Int. J. Comput. Commun. Control, 2023)

Multi-scale-based joint super-resolution and inverse tone-mapping with data synthesis for UHD HDR video. - Hengsheng Zhang; Li Song 001; Wenyao Gan; Rong Xie (Displays, 2023)

Hdrtvformer: Efficient Sdrtv-to-Hdrtv via Affine Transformation and Spatial-Aware Transformer. - Hengsheng Zhang; Xinning Chai; Yuhong Zhang; Rong Xie; Li Song 001 (ICASSP, 2024)

MRIR: Integrating Multimodal Insights for Diffusion-based Realistic Image Restoration. - Yuhong Zhang; Hengsheng Zhang; Xinning Chai; Rong Xie; Li Song 001; Wenjun Zhang 001 (CoRR, 2024)

Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration. - Yuhong Zhang; Hengsheng Zhang; Xinning Chai; Zhengxue Cheng; Rong Xie; Li Song 001; Wenjun Zhang 001 (CoRR, 2024)

EffiHDR: An Efficient Framework for HDRTV Reconstruction and Enhancement in UHD Systems. - Hengsheng Zhang; Xueyi Zou; Guo Lu; Li Chen 021; Li Song 001; Wenjun Zhang 001 (IEEE Trans. Broadcast., 2024)

SSP-IR: Semantic and Structure Priors for Diffusion-Based Realistic Image Restoration. - Yuhong Zhang; Hengsheng Zhang; Zhengxue Cheng; Rong Xie; Li Song 001; Wenjun Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)