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ABOUT ME
I am an assistant researcher of the Graphics and Geometric Computing Group in the Department of Computer Science and Technology at Tsinghua University, Beijing, P. R. China. I received my bachelor's degree and Ph.D. (advised by Prof. Shi-Min Hu) in Computer Science and Technology from Tsinghua University in 2011 and 2016, respectively.
My research interests are in Cmputer Graphics and Computer Vision. Currently I'm working on:
SERVICES
Program Committee:
Editorial Board:
Journal/Conference Reviewer:
SELECTED PUBLICATIONS
Full publication list can be found at my DBLP or Google Scholar (#: equal contributions, *: corresponding author).
[Reseach papers] [Surveys and Datasets]
Mesh Neural Networks Based on Dual Graph Pyramids Xiang-Li Li, Zheng-Ning Liu, Tuo Chen, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu. IEEE Transactions on Visualization and Computer Graphics (TVCG), DOI: 10.1109/TVCG.2023.3257035, 2023. [Early Access] [code] |
Programmable Motion Generation for Open-set Motion Control Tasks Hanchao Liu, Xiaohang Zhan*, Shaolin Huang, Tai-Jiang Mu*, Ying Shan. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, accept. [OpenReview] [code] |
Theoretically Achieving Continuous Representation of Oriented Bounding Boxes Zi-Kai Xiao, Guo-Ye Yang, Xue Yang, Tai-Jiang Mu*, Junchi Yan, Shi-Min Hu. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, accept. [OpenReview] [code] |
Semantic-Aware Transformation-Invariant RoI Align Guo-Ye Yang, Kiyohiro Nakayama, Zi-Kai Xiao, Tai-Jiang Mu*, Xiaolei Huang, Shi-Min Hu. Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024. |
Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images Guo-Ye Yang, Xiang-Li Li, Zi-Kai Xiao, Tai-Jiang Mu*, Ralph R. Martin, Shi-Min Hu. IEEE Transactions on Image Processing (TIP) 32: 6413-6425, 2023. |
SPS: Accurate and Real-time Semantic Positioning System Based on Low-cost DEM maps Jun-Xiong Cai, Wensen Feng, Hao-Xiang Chen, Tai-Jiang Mu*. IEEE Transactions on Image Processing (TIP) 32: 6401-6412, 2023. [doi] |
Skeleton-CutMix: Mixing Up Skeleton with Probabilistic Bone Exchange for Supervised Domain Adaptation Hanchao Liu, Yuhe Liu, Tai-Jiang Mu*, Xiaolei Huang, Shi-Min Hu. IEEE Transactions on Image Processing (TIP) 32: 4046-4058, 2023. [doi] |
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li, Meng-Hao Guo, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 10300-10311, 2023. [arXiv] [CvF openaccess] [code] |
Neural 3D Reconstruction from Sparse Views Using Geometric Priors Tai-Jiang Mu, Hao-Xiang Chen, Jun-Xiong Cai, Ning Guo. Computational Visual Media 9(4): 687-697, 2023. [pdf] |
Beyond Self-attention: External Attention Using Two Linear Layers for Visual Tasks Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 45(5): 5436-5447, 2023. ESI Highly Cited Paper. |
SceneViewer: Automating Residential Photography in Virtual Environments Shao-Kui Zhang, Hou Tam, Yi-Xiao Li, Tai-Jiang Mu, Song-Hai Zhang. IEEE Transactions on Visualization and Computer Graphics (TVCG) 29(12): 5523-5537, 2023. [doi] |
Recursive-NeRF: An Efficient and Dynamically Growing NeRF Guo-Wei Yang, Wen-Yang Zhou, Hao-Yang Peng, Dun Liang, Tai-Jiang Mu, Shi-Min Hu. IEEE Transactions on Visualization and Computer Graphics (TVCG) 29(12): 5124-5136, 2023. |
CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-scale Indoor Scene Hao-Xiang Chen, Jiahui Huang, Tai-Jiang Mu*, Shi-Min Hu. Proceedings of the European Conference on Computer Vision (ECCV), volume 13692: 506-522, 2022. |
Joint Hand and Object Pose Estimation from a Single RGB Image Using High-level 2D Constraints Hao-Xuan Song, Tai-Jiang Mu*, Ralph R. Martin. Computer Graphics Forum 41(7): 383-394, 2022. [pdf] |
ObjectFusion: Accurate Object-level SLAM with Neural Object Priors Zi-Xin Zou, Shi-Sheng Huang, Tai-Jiang Mu*, Yu-Ping Wang. Graphical Models, Volume 123, 101165, 2022. [pdf] |
ClusterGNN: Cluster-Based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching Yan Shi#, Jun-Xiong Cai#, Yoli Shavit, Tai-Jiang Mu, Wensen Feng, Kai Zhang. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 12517-12526, 2022. [arXiv] [CvF openaccess] |
Subdivision-Based Mesh Convolution Networks Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Jun-Xiong Cai, Jiahui Huang, Tai-Jiang Tai, Ralph R. Martin. ACM Transactions on Graphics (TOG) 41(3): 25:1-25:16, 2022. |
Accurate Dynamic SLAM Using CRF-Based Long-Term Consistency Zheng-Jun Du, Shi-Sheng Huang, Tai-Jiang Mu*, Qunhe Zhao, Ralph R. Martin and Kun Xu. IEEE Transactions on Visualization and Computer Graphics (TVCG) 28(4): 1745-1757, 2022. [pdf] [conference (CVM 2020) version] [code] [video] [supp] |
Supervoxel Convolution for Online 3D Semantic Segmentation Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu, Shi-Min Hu. ACM Transactions on Graphics (TOG) 40(3): 34:1-34:15, 2021. |
PCT: Point Cloud Transformer Meng-Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu. Computational Visual Media 7(2): 187-199, 2021. ESI Highly Cited Paper and Hot Paper. |
ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings Jia-Hui Huang, Sheng Yang, Tai-Jiang Mu and Shi-Min Hu. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2168-2177, 2020. |
Lidar-Monocular Visual Odometry Using Point and Line Features Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu and Shi-Min Hu. Proceedings of the International Conference on Robotics and Automation (ICRA): 1091-1097, 2020. |
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang and Shi-Min Hu. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 6103-6112, 2019. |
A Response Time Model for Abrupt Changes in Binocular Disparity Tai-Jiang Mu, Jia-Jia Sun, Ralph R. Martin, and Shi-Min Hu. The Visual Computer 31(5): 675-687, 2015. [pdf] |
Stereoscopic Image Completion and Depth Recovery Tai-Jiang Mu, Ju-Hong Wang, Song-Pei Du, and Shi-Min Hu. The Visual Computer 30(6-8): 833-843, 2014. [pdf] |
Surveys & Datasets |
[Reseach papers] |
A survey of dynamic 3D scene reconstruction HUANG Jiahui, MU Tai-Jiang*. JOURNAL OF GRAPHICS, 2023 (Chinese). [cnki] |
A survey of deep learning-based 3D shape generation Qun-Ce Xu, Tai-Jiang Mu*, Yong-Liang Yang. Computational Visual Media 9(3): 407-442, 2023. [doi] |
Attention mechanisms in computer vision: A survey Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu. Computational Visual Media 8(3): 331-368, 2022. ESI Highly Cited Paper and Hot Paper. |
Lane Detection: A Survey with New Results Dun Liang, Yuan-Chen Guo, Shaokui Zhang, Tai-Jiang Mu*, Xiaolei Huang. J. Comput. Sci. Technol. 35(3): 493-505, 2020. [doi] |
A new dataset of dog breed images and a benchmark for finegrained classification Ding-Nan Zou, Song-Hai Zhang, Tai-Jiang Mu, Min Zhang. Computational Visual Media 6(4): 477-487, 2020. |
A Large Chinese Text Dataset in the Wild Tai-Ling Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, Tai-Jiang Mu*, Shi-Min Hu. J. Comput. Sci. Technol. 34(3): 509-521, 2019. |
A survey on multiview video synthesis and editing Shaoping Lu, Taijiang Mu, Songhai Zhang. Tsinghua Science and Technology 21(6): 678-695, 2016. [doi] |
Last updated on November 09, 2023. © 2016-2023. |