Selected Publications

All the publications can be found from my Google Scholor or DBLP.


Improving Video Instance Segmentation via Temporal Pyramid Routing

Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng (Corresponding author), Yunhai Tong, Dacheng Tao. T-PAMI-2022. The first dynamic network for video scene understanding.  Code

Learn by Oneself: Exploiting Weight-Sharing Potential in Knowledge Distillation Guided Ensemble Network


Qi Zhao, Shuchang Lyu, Lijiang Chen, Binghao Liu, Ting-Bing Xu, Guangliang Cheng, Wenquan Feng. IEEE T-CSVT 2023. Code

TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers

Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao. T-PAMI-2022. The first video object detection algorithm with transformers. Code

Dmt: Dynamic mutual training for semi-supervised learning


Zhengyang Feng, Qianyu Zhou, Qiqi Gu, Xin Tan, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. Pattern Recognition 2022.  Code

Context-aware mixup for domain adaptive semantic segmentation


Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. IEEE Transactions on Circuits and Systems for Video Technology 2022. Code

Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation

Xiangtai Li; Shilin Xu; Yibo Yang; Guangliang Cheng (Corresponding author); Yunhai Tong; Dacheng Tao. ECCV 2022. The first unified part-aware panoptic segmentation model. Code

Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition


Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng (Corresponding author), Yunhai Tong, Dacheng Tao. ECCV 2022. Code

PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation


Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao. ECCV 2022. Code

Spatio-Temporal Fusion-based Monocular 3D Lane Detection


Yin Wang, Qiuyi Guo, Peiwen Lin, Guangliang Cheng (Corresponding author), Jian Wu. British Machine Vision Conference 2022.

Reconstruct from Top View: A 3d Lane Detection Approach based on Geometry Structure Prior


Chenguang Li, Jia Shi, Ya Wang, Guangliang Cheng (Corresponding author). CVPRW 2022.

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation.

Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng (Corresponding author), Yunhai Tong, Chen Change Loy, CVPR 2022 (Oral, top2%) The first unified video segmentation model and codebase for VPS, VIS, VSS.  Code

End-to-end video object detection with spatial-temporal transformers


Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang. Internation Conference on Multimedia 2022.

Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network


Qi Zhao, Shuchang Lyu, Zhiwei Zhang, Ting-Bing Xu, Guangliang Cheng. CVPRW 2021.

Pit: Position-invariant Transform for Cross-fov Domain Adaptation


Qiqi Gu, Qianyu Zhou, Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. ICCV 2021. Code

Enhanced Boundary Learning for Glass-like Object Segmentation


Hao He, Xiangtai Li, Guangliang Cheng (Corresponding author), Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, LuBin Weng. ICCV 2021. Code

PointFlow: Flowing semantics through points for aerial image segmentation


Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng (Corresponding author), Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin. CVPR 2021. Code

Improving semantic segmentation via decoupled body and edge supervision


Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng (Corresponding author), Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

. ECCV 2020. Code

Search What You Want: Barrier panelty nas for mixed precision quantization


Haibao Yu, Qi Han, Jianbo Li, Jianping Shi, Guangliang Cheng (Corresponding author), Bin Fan. ECCV 2020. 

Graph-guided Architecture Search for Real-time Semantic Segmentation


Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi. CVPR 2020.

Recognizing road from satellite images by structured neural network


Guangliang Cheng, Chongruo Wu, Qingqing Huang, Yu Meng, Jianping Shi, Jiansheng Chen, Dongmei Yan. Neurocomputing 2019. 

Automatic Road Detection and Centerline Extraction via Cascaded End-to-end Convolutional Neural Network

Guangliang Cheng, Ying Wang, Shibiao Xu, Hongzhen Wang, Shiming Xiang, Chunhong Pan. IEEE Transactions on Geoscience and Remote Sensing 2017. The first deep learning based end-to-end road area and centerline detection algorithm in remote sensing.| DataSet  (Baidu Link Extraction code: cmuk)       or    Kaggle Version

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting

Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Ying Wang, Chunhong Pan. Neurocomputing 2016. 

Road centerline extraction via semisupervised segmentation and multidirection nonmaximum suppression

Guangliang Cheng, Feiyun Zhu, Shiming Xiang, Chunhong Pan. IEEE Geoscience and Remote Sensing Letters 2016.