A Deep Transformer-Based Fast CU Partition Approach for Inter-Mode VVC.

Tianyi Li 0004 Beihang University, School of Electronic and Information Engineering, Beijing, China https://orcid.org/0000-0001-7038-7798 https://www.wikidata.org/entity/Q92882344 https://ieeexplore.ieee.org/author/37086055288 Tianyi Li Tianyi Li 0001 Frances Tianyi Li Ian Tian-Yi Li Guangzhou E-DM Tech Corporation, China Simon Fraser University, Burnaby, BC, Canada https://dl.acm.org/profile/81450592727 https://ieeexplore.ieee.org/author/38124537300 Tianyi Li 0002 Huawei Technologies Company Ltd., Markham, ON, Canada University of Ontario Institute of Technology, Oshawa, ON, Canada https://ieeexplore.ieee.org/author/37077054100 Tianyi Li 0003 Shanghai Jiao Tong University, Department of Automation, China https://ieeexplore.ieee.org/author/37085446740 Tianyi Li 0005 Aalborg University, Department of Computer Science, Denmark Northeastern University, School of Computer Science and Engineering, Shenyang, China https://scholar.google.com/citations?user=NeeHV-IAAAAJ https://orcid.org/0000-0001-5424-6442 https://www.wikidata.org/entity/Q130835272 Tianyi Li 0006 Dassault Systèmes SE, Velizy-Villacoublay, France Ecole Polytechnique Palaiseau, France https://www.linkedin.com/in/tianyikillua https://orcid.org/0000-0002-1972-2332 Tianyi Li 0007 University of Chinese Academy of Sciences, Beijing, China https://orcid.org/0000-0002-4457-1177 Tianyi Li 0008 Purdue University, West Lafayette, IN, USA Virginia Tech, Blacksburg, VA, USA https://dl.acm.org/profile/99659349404 https://orcid.org/0000-0002-1145-2526 https://www.wikidata.org/entity/Q130840427 Tianyi Li 0009 Stanford University, CA, USA University of Texas at Austin, TX, USA https://orcid.org/0000-0001-9572-4164 https://ieeexplore.ieee.org/author/37088070064 Tianyi Li 0010 University of Minnesota, Saint Anthony Falls Laboratory, Minneapolis, MN, USA https://experts.umn.edu/en/persons/tianyi-li-2 https://orcid.org/0000-0001-5324-7849

Tianyi Li 0004 Mai Xu Zheng Liu Ying Chen 0011 Kai Li 0012 A Deep Transformer-Based Fast CU Partition Approach for Inter-Mode VVC. 1133-1148 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3533204 db/journals/tip/tip34.html#LiXLCL25 streams/journals/tip

Zheng Liu Tianyi Li 0004 Ying Chen 0011 Kaijin Wei Mai Xu Honggang Qi Deep Multi-Task Learning Based Fast Intra-Mode Decision for Versatile Video Coding. 6101-6116 2023 October 33 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2023.3262733 db/journals/tcsv/tcsv33.html#LiuLCWXQ23

Tianyi Li 0004 Mai Xu Runzhi Tang Ying Chen 0011 Qunliang Xing DeepQTMT: A Deep Learning Approach for Fast QTMT-Based CU Partition of Intra-Mode VVC. 5377-5390 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3083447 db/journals/tip/tip30.html#LiXTCX21

Xiaofei Wang 0004 Lai Jiang 0004 Liu Li 0001 Mai Xu Xin Deng 0002 Lisong Dai Xiangyang Xu Tianyi Li 0004 Yichen Guo Zulin Wang Pier Luigi Dragotti Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. 2463-2476 2021 40 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2021.3079709 db/journals/tmi/tmi40.html#0004JLX0DXLGWD21

Tianyi Li 0004 Mai Xu Xin Deng 0002 Liquan Shen Accelerate CTU Partition to Real Time for HEVC Encoding With Complexity Control. 7482-7496 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2020.3003730 db/journals/tip/tip29.html#LiXDS20

Qunliang Xing Mai Xu Tianyi Li 0004 Zhenyu Guan 0002 Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images. 275-292 2020 ECCV (16) https://doi.org/10.1007/978-3-030-58517-4_17 conf/eccv/2020-16 db/conf/eccv/eccv2020-16.html#XingXLG20

Tianyi Li 0004 Mai Xu Runzhi Tang DeepQTMT: A Deep Learning Approach for Fast QTMT-based CU Partition of Intra-mode VVC. 2020 abs/2006.13125 CoRR https://arxiv.org/abs/2006.13125 db/journals/corr/corr2006.html#abs-2006-13125

Qunliang Xing Mai Xu Tianyi Li 0004 Zhenyu Guan 0002 Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images. 2020 abs/2006.16581 CoRR https://arxiv.org/abs/2006.16581 db/journals/corr/corr2006.html#abs-2006-16581

Tianyi Li 0004 Mai Xu Ce Zhu Ren Yang Zulin Wang Zhenyu Guan 0002 A Deep Learning Approach for Multi-Frame In-Loop Filter of HEVC. 5663-5678 2019 28 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2019.2921877 https://www.wikidata.org/entity/Q92882354 db/journals/tip/tip28.html#LiXZYWG19

Tianyi Li 0004 Mai Xu Ren Yang Xiaoming Tao 0001 A DenseNet Based Approach for Multi-frame In-loop Filter in HEVC. 270-279 2019 DCC https://doi.org/10.1109/DCC.2019.00035 conf/dcc/2019 db/conf/dcc/dcc2019.html#LiXYT19

Tianyi Li 0004 Mai Xu Ren Yang Xiaoming Tao 0001 A DenseNet Based Approach for Multi-Frame In-Loop Filter in HEVC. 2019 abs/1903.01648 CoRR http://arxiv.org/abs/1903.01648 db/journals/corr/corr1903.html#abs-1903-01648

Mai Xu Tianyi Li 0004 Zulin Wang Xin Deng 0002 Ren Yang Zhenyu Guan 0002 Reducing Complexity of HEVC: A Deep Learning Approach. 5044-5059 2018 27 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2018.2847035 https://www.wikidata.org/entity/Q89558639 db/journals/tip/tip27.html#XuLWDYG18

Ren Yang Mai Xu Zulin Wang Tianyi Li 0004 Multi-Frame Quality Enhancement for Compressed Video. 6664-6673 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Yang_Multi-Frame_Quality_Enhancement_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00697 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00697 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#YangXWL18

Ren Yang Mai Xu Zulin Wang Tianyi Li 0004 Multi-Frame Quality Enhancement for Compressed Video. 2018 abs/1803.04680 CoRR http://arxiv.org/abs/1803.04680 db/journals/corr/corr1803.html#abs-1803-04680

Tianyi Li 0004 Mai Xu Xin Deng 0002 A deep convolutional neural network approach for complexity reduction on intra-mode HEVC. 1255-1260 2017 ICME https://doi.org/10.1109/ICME.2017.8019316 https://doi.ieeecomputersociety.org/10.1109/ICME.2017.8019316 conf/icmcs/2017 db/conf/icmcs/icme2017.html#LiXD17

Mai Xu Tianyi Li 0004 Zulin Wang Xin Deng 0002 Zhenyu Guan 0002 Reducing Complexity of HEVC: A Deep Learning Approach. 2017 abs/1710.01218 CoRR http://arxiv.org/abs/1710.01218 db/journals/corr/corr1710.html#abs-1710-01218

Ying Chen 0011 Lisong Dai Xin Deng 0002 Pier Luigi Dragotti Zhenyu Guan 0002 Yichen Guo Lai Jiang 0004 Kai Li 0012 Liu Li 0001 Zheng Liu Honggang Qi Liquan Shen Runzhi Tang Xiaoming Tao 0001 Xiaofei Wang 0004 Zulin Wang Kaijin Wei Qunliang Xing Mai Xu Xiangyang Xu Ren Yang Ce Zhu