Publications

Ziying Zhang, Xiang Gao, Zhixin Wang, Qiang Hu, Xiaoyun Zhang (2025). TD-BFR: Truncated Diffusion Model for Efficient Blind Face Restoration. In IEEE International Conference on Multimedia and Expo (ICME), 2025.

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Yuan Tian, Shuo Wang, Rongzhao Zhang, Zijian Chen, Yankai Jiang, Chunyi Li, Xiangyang Zhu, Fang Yan, Qiang Hu, Xiaosong Wang, Guangtao Zhai (2025). Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification. In IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

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Huiyu Duan, Qiang Hu, Wang Jiarui, Liu Yang, Zitong Xu, Lu Liu, Xiongkuo Min, Chunlei Cai, Tianxiao Ye, Xiaoyun Zhang, Guangtao Zhai (2025). FineVQ: Fine-Grained User Generated Content Video Quality Assessment (Highlight). In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

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Lu Liu, Huiyu Duan, Qiang Hu, Liu Yang, Chunlei Cai, Tianxiao Ye, Huayu Liu, Xiaoyun Zhang, Guangtao Zhai (2025). F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration. In IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

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Haoyun Jiang, Haolin Li, Jianwei Zhang, Fei Huang, Qiang Hu, Minmin Sun, Shuai Xiao, Yong Li, Junyang Lin, Jiangchao Yao (2025). CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration. In Forty-Second International Conference on Machine Learning (ICML), 2025.

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Qiang Hu, Zihan Zheng, Houqiang Zhong, Sihua Fu, Li Song, Xiaoyun Zhang, Guangtao Zhai, Yanfeng Wang. (2025). 4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

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Houqiang Zhong, Shaocheng Shen, Ke Cai, Zhenglong Wu, Jiangchao Yao, Yuan Cheng, Xuefei Li, Xiaoyun Zhang, Li Song, Qiang Hu (2025). Serial Low-rank Adaptation of Vision Transformer. In IEEE International Conference on Multimedia and Expo (ICME), 2025.

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Qiang Hu, Houqiang Zhong, Zihan Zheng, Xiaoyun Zhang, Zhengxue Cheng, Li Song, Guangtao Zhai, YanFeng Wang (2025). VRVVC: Variable-Rate NeRF-Based Volumetric Video Compression. In The Association for the Advancement of Artificial Intelligence (AAAI), 2025.

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Qiang Hu, Qihan He, Houqiang Zhong, GuoLu, Xiaoyun Zhang, Guangtao Zhai, YanFeng Wang (2025). VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing. In IEEE Journal on Selected Areas in Communications (JSAC), 2025.

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Guo Lu, Xingtong Ge, Tianxiong Zhong, Qiang Hu, Jing Geng (2025). Preprocessing Enhanced Image Compression for Machine Vision. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.

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Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, YanFeng Wang (2024). HPC: Hierarchical Progressive Coding Framework for Volumetric Video. In Proceedings of the ACM International Conference on Multimedia(MM), 2024.

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Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, YanFeng Wang (2024). MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. In Winter Conference on Applications of Computer Vision (WACV), 2025.

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Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, YanFeng Wang (2024). JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression Video. In IEEE International Conference on Image Processing (ICIP), 2024.

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Liao Wang, Kaixin Yao, Chengcheng Guo, Zhirui Zhang, Qiang Hu, Jingyi Yu, Lan Xu, Minye Wu (2024). VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

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Zhiyu Zhang, Guo Lu, Huanxiong Liang, Anni Tang, Qiang Hu, Li Song (2024). Efficient Dynamic-NeRF Based Volumetric Video Coding with Rate Distortion Optimization. In IEEE International Conference on Multimedia and Expo (ICME), 2024.

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Yuteng Ye, Hang Zhou, Junqing Yu, Qiang Hu, Wei Yang (2024). Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification. In AAAI.

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Zhixin Wang, Xiaoyun Zhang (2023). DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Liao Wang, Qiang Hu, Qihan He, Ziyu Wang, Jingyi Yu, Tinne Tuytelaars, Lan Xu, Minye Wu (2023). Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

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Ziyu Wang, Wei Yang, Junming Cao, Qiang Hu, Lan Xu, Junqing Yu, Jingyi Yu (2023). NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Rendering. In IEEE International Conference on Computational Photography (ICCP), 2023.

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Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, YanFeng Wang (2022). Unpaired Face Restoration via Learnable Cross-Quality Shift. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) NTIRE, 2022.

Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, YanFeng Wang, Dazhi He (2022). Task Decoupled Framework for Reference-Based Super-Resolution. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang, Yan-Feng Wang (2022). LAR-SR: A Local Autoregressive Model for Image Super-Resolution. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Ya Zhang, YanFeng Wang (2022). A simple plugin for transforming images to arbitrary scales. In British Machine Vision Virtual Conference 2022.

Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian (2022). Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. In IEEE Transactions on Multimedia.

Guo Lu, Tianxiong Zhong, Jing Geng, Qiang Hu, Dong Xu (2022). Learning Based Multi-Modality Image and Video Compression. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Lianyu Du, Liwei Hu, Xiaoyun Zhang, Yumin Zhong, Ya Zhang, YanFeng Wang (2021). Unsupervised Segmentation Framework with Active Contour Models for Cine Cardiac MRI. In IEEE International Conference on Image Processing (ICIP), 2021.

Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, YanFeng Wang (2021). CaT: Weakly Supervised Object Detection With Category Transfer. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021.

Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li (2021). Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis. In IEEE Transactions on Medical Imaging.

Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang (2021). MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement. In IEEE Transactions on Pattern Analysis and Artificial Intelligence.

Xingyue Pu, Tianyue Cao, Xiaoyun Zhang, Xiaowen Dong, Siheng Chen (2021). Learning to Learn Graph Topologies. In Proceedings of the IEEE/CVF Neural Information Processing Systems (NIPS), 2021.

Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Li Chen, Zhiyong Gao, Dong Xu, (2021). An End-to-End Learning Framework for Video Compression. In IEEE Transactions on Pattern Analysis and Machine Intelligence.

Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, YanFeng Wang, Ya Zhang (2020). Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning. In CVPR.

Qiang Hu, Jun Zhou, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun (2020). In-loop perceptual model-based rate-distortion optimization for HEVC real-time encoder. In Journal of Real-Time Image Processing.

Chunlei Cai, Li Chen, Xiaoyun Zhang, Zhiyong Gao (2020). End-to-End Optimized ROI Image Compression. In IEEE Transactions on Image Processing.

Yingying Xue, Shixiang Feng, Ya Zhang, Xiaoyun Zhang, YanFeng Wang (2020). Dual-task Self-supervision for Cross-Modality Domain Adaptation. In MICCAI.

Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Dong Xu, Li Chen, Zhiyong Gao (2020). Deep Non-local Kalman Network for Video Compression Artifact Reduction. In IEEE Transaction on Image Processing.

Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao (2020). Content adaptive and error propagation aware deep video compression. In European Conference on Computer Vision (ECCV).

Minye Wu, Haibin Ling, Ning Bi, Shenghua Gao, Qiang Hu, Hao Sheng, Jingyi Yu (2020). Visual Tracking With Multiview Trajectory Prediction. In IEEE Transactions on Image Processing (TIP), 2020.

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Xin Suo, Minye Wu, Yanshun Zhang, Yingliang Zhang, Lan Xu, Qiang Hu, Jingyi Yu (2020). Neural3D: Light-weight Neural Portrait Scanning via Context-aware Correspondence Learning. In Proceedings of the 28th ACM International Conference on Multimedia(MM), 2020.

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Minye Wu, Yuehao Wang, Qiang Hu, Jingyi Yu (2020). Multi-view neural human rendering. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

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Quan Meng, Jiakai Zhang, Qiang Hu, Xuming He, Jingyi Yu (2020). LGNN: A Context-aware Line Segment Detector. In Proceedings of the 28th ACM International Conference on Multimedia(MM), 2020.

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Shiqi Peng, Bolin Lai, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, YanFeng Wang, Hui Zhao (2019). Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-Propagation. In Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data.

Qiang Hu, Jun Zhou, Xiaoyun Zhang, Zhiru Shi, Zhiyong Gao (2019). Viewport-Adaptive 360-degree Video Coding. In Multimedia Tools and Applications.

Yuan Tian, Xiongkuo Min, Guangtao Zhai, Zhiyong Gao (2019). Video-based early Autism Detection via Temporal Pyramid Networks,. In IEEE International Conference on Multimedia and Expo (ICME).

Bolin Lai, Shiqi Peng, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, YanFeng Wang, Hui Zhao (2019). Spatial Regularized Classification Network for Spinal Dislocation Diagnosis. In International Workshop on Machine Learning in Medical Imaging.

Shiqi Peng, Bolin Lai, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, YanFeng Wang, Hui Zhao (2019). Learning-Based Bone Quality Classification Method for Spinal Metastasis. In International Workshop on Machine Learning in Medical Imaging.

Shangpeng Yan, Wenbo Bao, Xiaoyun Zhang, Zhiyong Gao, Li Chen (2019). Large Scale Near-duplicate Image Retrieval via Patch Embedding. In 4th International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision.

Chunlei Cai, Li Chen, Xiaoyun Zhang, Zhiyong Gao (2019). Efficient Variable Rate Image Compression with Multi-scale Decomposition Network. In IEEE Transactions on Circuits and Systems for Video Technology.

Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, Zhiyong Gao (2019). DVC: An End-to-End Deep Video Compression Framework. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

Wenbo Bao, Chao Ma, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang (2019). Depth-Aware Video Frame Interpolation. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR).

Shengyang Li, Xiaoyun Zhang, Xiaoxia Wang, Yumin Zhong, Xiaofen Yao, Ya Zhang, YanFeng Wang (2019). Children’s Neuroblastoma Segmentation Using Morphological Features. In International Workshop on Machine Learning in Medical Imaging.

Chunlei Cai, Li Chen, Xiaoyun Zhang, Zhiyong Gao (2019). A Novel Deep Progressive Image Compression Framework. In * Picture Coding Symposium (PCS)*.

Chunmei Xie, Xiaoyun Zhang, Hua Yang, Li Chen, Zhiyong Gao (2018). Video Stitching Based on Optical Flow. In IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB).

Chunlei Cai, Li Chen, Lei Zhou, Xiaoyun Zhang, Zhiyong Gao (2018). Rcdfnn: Robust Change Detection Based on Convolutional Fusion Neural Network. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2018). Novel Integration of Frame Rate Up Conversion and HEVC Coding Based on Rate-Distortion Optimization. In IEEE Transaction on Image Processing.

Wenbo Bao, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2018). KalmanFlow: Efficient Kalman Filtering for Video Optical Flow. In IEEE International Conference on Image Processing (ICIP).

Wenbo Bao, Xiaoyun Zhang, Li Chen, Lianghui Ding, Zhiyong Gao (2018). KalmanFlow 2.0: Efficient Video Optical Flow Estimation via Context-Aware Kalman Filtering. In IEEE Transaction on Image Processing.

Wenbo Bao, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2018). High-Order Model and Dynamic Filtering for Frame Rate Up-Conversion. In IEEE Transaction on Image Processing.

Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun (2018). Deep Kalman Filtering Network for Video Compression Artifact Reduction. In European Conference on Computer Vision (ECCV).

Yuan Tian, Zhaohui Che, Guangtao Zhai, Zhiyong Gao (2018). BAN, A Barcode Accurate Detection Network. In IEEE International Conference on Visual Communications and Image Processing (VCIP).

Cong Geng, Li Chen, Xiaoyun Zhang, Peng Zhou, Zhiyong Gao (2018). A Wavelet-based Learning for Face Hallucination with Loop Architecture. In IEEE International Conference on Visual Communications and Image Processing (VCIP).

Xiaoyi He, Qiang Hu, Xiaoyun Zhang, Chongyang Zhang, Weiyao Lin, Xintong Han (2018). LGNN: A Context-aware Line Segment Detector. In IEEE International Conference on Image Processing (ICIP), 2018.

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Bing Yang, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2017). Spatiotemporal salient object detection based on distance transform and energy optimization. In Neurocomputing.

Chunlei Cai, Li Chen, Xiaoyun Zhang, Zhiyong Gao, Lonsn Liao, Jack Yu (2017). Moving segmentation in HEVC compressed domain based on logistic regression. In * IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)*.

Wenbo Bao, Xiaoyun Zhang, Shangpeng Yan, Zhiyong Gao (2017). Iterative convolutional neural network for noisy image super-resolution. In IEEE International Conference on Image Processing (ICIP).

Wenbo Bao, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2017). High-quality and real-time frame interpolation on heterogeneous computing system. In * IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)*.

Bing Yang, Xiaoyun Zhang, Li Chen, Hua Yang, Zhiyong Gao (2017). Edge Guided Salient Object Detection. In Neurocomputing.

Lin Chen, Hua Yang, Ji Zhu, Qin Zhou, Shuang Wu, Zhiyong Gao (2017). Deep spatial-temporal fusion network for video-based person re-identification. In IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Lin Chen, Hua Yang, Shuang Wu, Zhiyong Gao (2017). Data generation for improving person re-identification. In ACM on Multimedia Conference (MM).

Chen Gang, Yang Bing, Zhang Xiaoyun, Gao Zhiyong (2017). Complexity control algorithm based on adaptive mode selection for interframe coding in high efficiency video coding. In Journal of Electronic Imaging.

Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2017). A Novel Frame Rate Up Conversion Using Iterative Non-Local Means Interpolation. In * IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)*.

Bing Yang, Xiaoyun Zhang, Li Chen, Zhiyong Gao (2016). Principal Component Analysis-based Visual Saliency Detection. In IEEE Transactions on Multimedia.

Qiang Hu, Xiaoyun Zhang, Zhiru Shi, Zhiyong Gao (2016). Neyman-Pearson Based Early Mode Decision for HEVC Encoding. In IEEE Transactions on Multimedia.

Yong Guo, Li Chen, Zhiyong Gao, Xiaoyun Zhang (2016). Frame Rate Up-Conversion Using Linear Quadratic Motion Estimation and Trilateral Filtering Motion Smoothing. In Journal of Display Technology.

Yong Guo, Li Chen, Zhiyong Gao, Xiaoyun Zhang (2014). Frame Rate Up-Conversion Method for Video Processing Applications. In IEEE Transactions on Broadcasting.