This is an incomplete list. For the complete list and details of citations, please refer to [Google Scholar].

Journal papers

• (Early Access) Kaidong Zhang, Jialun Peng, Jingjing Fu, Dong Liu. Exploiting optical flow guidance for transformer-based video inpainting. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). [DOI]
  

• (Early Access) Cunhui Dong, Haichuan Ma, Zhuoyuan Li, Li Li, Dong Liu. Temporal wavelet transform-based low-complexity perceptual quality enhancement of compressed video. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]

• Runyu Yang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Perceptual quality-oriented rate allocation via distillation from end-to-end image compression. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM). vol 20, no 7, article no 198, pp 1-22. [DOI]

• Shuai Huo, Dong Liu, Haotian Zhang, Li Li, Siwei Ma, Feng Wu, Wen Gao. Towards hybrid-optimization video coding. ACM Computing Surveys. vol 56, no 9, article no 225, pp 1-36. [DOI]

• Aolin Feng, Kang Liu, Dong Liu, Li Li, Feng Wu. Partition map prediction for fast block partitioning in VVC intra-frame coding. IEEE Transactions on Image Processing (TIP). vol 32, pp 2237-2251. [DOI]
  

• Changsheng Gao, Dong Liu, Li Li, Feng Wu. Towards task-generic image compression: A study of semantics-oriented metrics. IEEE Transactions on Multimedia (TMM). vol 25, pp 721-735. [DOI]

• Haichuan Ma, Dong Liu, Feng Wu. Rectified Wasserstein generative adversarial networks for perceptual image restoration. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). vol 45, no 3, pp 3648-3663. [DOI]
  

• Shunxin Xu, Ke Sun, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha. Synergy between semantic segmentation and image denoising via alternate boosting. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM). vol 19, no 2, article no 69, pp 1-23. [DOI]
  

• Zeyuan Chen, Yifan Jiang, Dong Liu, Zhangyang Wang. CERL: A unified optimization framework for light enhancement with realistic noise. IEEE Transactions on Image Processing (TIP). vol 31, pp 4162-4172. [DOI]

• Haichuan Ma, Dong Liu, Ning Yan, Houqiang Li, Feng Wu. End-to-end optimized versatile image compression with wavelet-like transform. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). vol 44, no 3, pp 1247-1263. [DOI]

• Xusong Chen, Chenyi Lei, Dong Liu, Guoxin Wang, Haihong Tang, Zheng-Jun Zha, Houqiang Li. E-commerce storytelling recommendation using attentional domain-transfer network and adversarial pre-training. IEEE Transactions on Multimedia (TMM). vol 24, pp 506-518. [DOI]

• Kun Yang, Dong Liu, Zhibo Chen, Feng Wu, Weiping Li. Spatiotemporal generative adversarial network-based dynamic texture synthesis for surveillance video coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 32, no 1, pp 359-373. [DOI]

• Kang Liu, Dong Liu, Li Li, Houqiang Li. Context-adaptive inverse quantization for inter-frame coding. IEEE Open Journal of Circuits and Systems (OJ-CAS). vol 2, pp 660-674. [DOI]

• Ning Yan, Changsheng Gao, Dong Liu, Houqiang Li, Li Li, Feng Wu. SSSIC: Semantics-to-signal scalable image coding with learned structural representations. IEEE Transactions on Image Processing (TIP). vol 30, pp 8939-8954. [DOI]

• Kang Liu, Dong Liu, Li Li, Ning Yan, Houqiang Li. Semantics-to-signal scalable image compression with learned revertible representations. International Journal of Computer Vision (IJCV). vol 129, no 9, pp 2605-2621. [DOI]

• Yue Li, Yan Yi, Dong Liu, Li Li, Zhu Li, Houqiang Li. Neural-network-based cross-channel intra prediction. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM). vol 17, no 3, article no 77, pp 1-23. [DOI]

• Shunxin Xu, Dong Liu, Zhiwei Xiong. E2I: Generative inpainting from edge to image. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 31, no 4, pp 1308-1322. [DOI]

• Yefei Wang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Ensemble learning-based rate-distortion optimization for end-to-end image compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 31, no 3, pp 1193-1207. [DOI]

• Shuai Huo, Dong Liu, Bin Li, Siwei Ma, Feng Wu, Wen Gao. Deep network-based frame extrapolation with reference frame alignment. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 31, no 3, pp 1178-1192. [DOI]

• Xusong Chen, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha. Learning and fusing multiple user interest representations for micro-video and movie recommendations. IEEE Transactions on Multimedia (TMM). vol 23, pp 484-496. [DOI]

• Dong Liu, Ke Sun, Zhangyang Wang, Runsheng Liu, Zheng-Jun Zha. Frank-Wolfe network: An interpretable deep structure for non-sparse coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 30, no 9, pp 3068-3080. [DOI]

• Jiaying Liu, Dong Liu, Wenhan Yang, Sifeng Xia, Xiaoshuai Zhang, Yuanying Dai. A comprehensive benchmark for single image compression artifact reduction. IEEE Transactions on Image Processing (TIP). vol 29, pp 7845-7860. [DOI]

• Haichuan Ma, Dong Liu, Ruiqin Xiong, Feng Wu. iWave: CNN-based wavelet-like transform for image compression. IEEE Transactions on Multimedia (TMM). vol 22, no 7, pp 1667-1679. [DOI]

• Dong Liu, Zhenzhong Chen, Shan Liu, Feng Wu. Deep learning-based technology in responses to the joint call for proposals on video compression with capability beyond HEVC. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 30, no 5, pp 1267-1280. [DOI]

• Dong Liu, Yue Li, Jianping Lin, Houqiang Li, Feng Wu. Deep learning-based video coding: A review and a case study. ACM Computing Surveys. vol 53, no 1, article no 11, pp 1-35. [DOI]

• Dong Liu, Xiaoyan Sun, Feng Wu, Shipeng Li, Ya-Qin Zhang. Image compression with edge-based inpainting. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 17, no 10, pp 1273-1287. (2009 TCSVT Best Paper Award) [DOI]
  

Book chapter

• Huanglingzi Liu, Wei Wang, Dong Liu, Hao Wang, Ying Liu. Mobile social service design for special context. Mobile Social Networking: An Innovative Approach. A. Chin and D. Zhang (eds). pp 79-107. Springer. 2014. [DOI]

Conference papers

• Chuanbo Tang, Xihua Sheng, Zhuoyuan Li, Haotian Zhang, Li Li, Dong Liu. Offline and online optical flow enhancement for deep video compression. AAAI. Vancouver, Canada. Feb 20-27, 2024.
  

• Ziyi Zhuang, Li Li, Dong Liu. Temporal dependency-oriented deep in-loop filter for VVC. IFTC. Beijing, China. Dec 21-22, 2023.
  

• Yuqi Li, Haotian Zhang, Dong Liu. Flexible coding order for learned image compression. VCIP. Jeju, Korea. Dec 4-7, 2023.

• Rui Li, Shenglong Zhou, Dong Liu. Learning fine-grained features for pixel-wise video correspondences. ICCV. Paris, France. Oct 2-6, 2023.

• Xin Luo, Yunan Zhu, Shunxin Xu, Dong Liu. On the effectiveness of spectral discriminators for perceptual quality improvement. ICCV. Paris, France. Oct 2-6, 2023.

• Fan Ye, Li Li, Dong Liu. Content-adaptive block clustering for improving VVC adaptive loop filtering. ICIG. Nanjing, China. Sep 22-24, 2023.

• Rui Li, Dong Liu. Spatial-then-temporal self-supervised learning for video correspondence. CVPR. Vancouver, Canada. Jun 18-22, 2023.

• Haotian Zhang, Junqi Liao, Yiheng Jiang, Li Li, Dong Liu. Padding-aware learned image compression. ISCAS. Monterey, CA, USA. May 21-25, 2023.

• Cunhui Dong, Haichuan Ma, Dong Liu, John W. Woods. Wavelet-based learned scalable video coding. ISCAS. Hybrid (Austin, TX, USA). May 28-Jun 1, 2022. (ISCAS Grand Challenge Top Creativity Award)

• Ziqiu Zhang, Changyue Ma, Dong Liu, Li Li, Feng Wu. Improving VVC intra coding via probability estimation and fusion of multiple prediction modes. ICIG. Haikou, China. Dec 26-28, 2021.

• Yunan Zhu, Haichuan Ma, Jialun Peng, Dong Liu, Zhiwei Xiong. Recycling discriminator: Towards opinion-unaware image quality assessment using Wasserstein GAN. MM. Chengdu, China. Oct 20-24, 2021.

• Jianping Lin, Dong Liu, Jie Liang, Houqiang Li, Feng Wu. A deeply modulated scheme for variable-rate video compression. ICIP. Online. Sep 19-22, 2021.

• Runyu Yang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Knowledge distillation from end-to-end image compression to VVC intra coding for perceptual quality enhancement. ICIP. Online. Sep 19-22, 2021.

• Aolin Feng, Changsheng Gao, Li Li, Dong Liu, Feng Wu. CNN-based depth map prediction for fast block partitioning in HEVC intra coding. ICME. Online. Jul 5-9, 2021.

• Jialun Peng, Dong Liu, Songcen Xu, Houqiang Li. Generating diverse structure for image inpainting with hierarchical VQ-VAE. CVPR. Online. Jun 19-25, 2021.

• Zeyuan Chen, Yangchao Wang, Yang Yang, Dong Liu. PSD: Principled synthetic-to-real dehazing guided by physical priors. CVPR. Online. Jun 19-25, 2021.

• Hengrui Zhao, Dong Liu, Houqiang Li. Efficient integer-arithmetic-only convolutional networks with bounded ReLU. ISCAS. Online. May 22-28, 2021.

• Xusong Chen, Dong Liu, Chenyi Lei, Rui Li, Zheng-Jun Zha, Zhiwei Xiong. BERT4SessRec: Content-based video relevance prediction with bidirectional encoder representations from transformer. MM. Nice, France. Oct 21-25, 2019. (Winner of the Content-Based Video Relevance Prediction Challenge)
  

• Xusong Chen, Rui Zhao, Shengjie Ma, Dong Liu, Zheng-Jun Zha. Content-based video relevance prediction with second-order relevance and attention modeling. MM. Seoul, Korea. Oct 22-26, 2018. (Winner of the Content-Based Video Relevance Prediction Challenge)
  

• Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Zheng-Jun Zha, Feng Wu. Deep residual attention network for spectral image super-resolution. ECCVW. Munich, Germany. Sep 8-14, 2018. (Winner of PIRM Challenge on Spectral Image Super Resolution)

• Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Feng Wu. HSCNN+: Advanced CNN-based hyperspectral recovery from RGB images. CVPRW. Salt Lake City, UT, USA. Jun 18-22, 2018. (Winner of NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images)

• Lei Guo, Dong Liu, Li Li, Feng Wu. Hierarchical quadtree-based flexible block ordering in HEVC intra coding. VCIP. Chengdu, China. Nov 27-30, 2016. (VCIP 2016 Best 10% Paper Award)

• Dong Liu, Lizhi Wang, Li Li, Zhiwei Xiong, Feng Wu, Wenjun Zeng. Pseudo-sequence-based light field image compression. ICMEW. Seattle, WA, USA. Jul 11-15, 2016. (Winner of Grand Challenge on Light-Field Image Compression)

Chinese papers

• 刘东, 王叶斐, 林建平, 马海川, 杨闰宇. 端到端优化的图像压缩技术进展. 计算机科学. 48卷, 3期, 1-8页. 2021年.

Patents

• 刘东, 叶帆, 李礼. 一种图像预处理网络的训练方法和图像预处理方法. 202311776107.0. 2023.12.22申请. 2024.02.01授权.

• 刘东, 叶帆, 李礼. 用于视频编码的环路滤波方法及装置. 202310993006.2. 2023.08.09申请. 2023.11.28授权.
  

• 刘东, 左延辰, 李礼, 孙晓艳. 一种基于率失真代价预测的编码方法和装置. 202310417791.7. 2023.04.19申请. 2023.07.14授权.

• 刘东. 视频分类方法、装置、存储介质以及设备. 201810478237.9. 2018.05.18申请. 2023.06.27授权.

• 刘东, 李跃, 杨海涛, 傅佳莉, 李厚强, 吴枫. 图像编解码方法和装置. 201810242304.7. 2018.03.22申请. 2023.01.13授权.

• 刘东, 霍帅, 李厚强, 吴枫. 一种基于神经网络的对齐外插帧方法. 201910790385.9. 2019.08.26申请. 2022.10.28授权.

• 刘东, 冯傲林, 李礼. 图像划分方法和装置. 202210463095.5. 2022.04.29申请. 2022.09.09授权.
  

• 刘东, 马海川, 吴枫. 一种模型训练方法、数据处理方法及相关设备. 202210321507.1. 2022.03.30申请. 2022.07.15授权.
  

• 刘东, 杨闰宇, 吴枫. 一种基于知识蒸馏的图像压缩质量增强方法. 202110375987.5. 2021.04.08申请. 2022.07.15授权.

• 刘东, 林建平, 李厚强, 吴枫. 一种基于神经网络的视频编码方法及系统. 202010305191.8. 2020.04.17申请. 2021.04.23授权.
  

• 刘东, 张昊辰, 熊志伟. 一种视频超分辨率增强方法. 201910191471.8. 2019.03.13申请. 2020.06.26授权.

• 刘东, 马常月, 吴枫, 彭秀莲. 交通监控视频编码方法. 201810720989.1. 2018.07.03申请. 2020.06.26授权.

• 刘东, 吴仕林, 陈志波, 李厚强. 经纬图全景视频的质量评价方法. 201610916893.3. 2016.10.20申请. 2019.02.26授权.
  

• 刘东, 王叶斐, 吴枫, 李厚强. 一种全景视频编码方法和装置. 201710294859.1. 2017.04.28申请. 2018.07.06授权.
  

• 刘东, 郭磊, 吴枫. 基于层次化灵活块顺序的视频帧内编码方法. 201610902441.X. 2016.10.17申请. 2018.05.29授权.
  

• 刘东, 李跃, 吴枫, 李厚强. 一种结合方向预测和块复制预测的视频帧内编码方法. 201610795564.8. 2016.08.31申请. 2018.04.10授权.

• 刘东, 邵曈, 李厚强. 云环境下基于三维点云模型的图像预测方法、系统及装置. 201510130242.7. 2015.03.23申请. 2017.11.07授权.
  

• Dong Liu, Wenwei Xue, Zhanjiang Song. Method and apparatus for context-based grouping. US 9,509,792.
  

• Dong Liu, Hao Yang. Estimating the geographical position of an apparatus based on its proximity to other apparatuses. US 9,161,162.