About Me


I’m now a Professor at the Institute of Artificial Intelligence, Beihang University.

I work with with Prof. Hongsheng Li as a post-doctoral fellow in Multi-Media Lab (MMLab) at The Chinese University of Hong Kong (CUHK) and Centre for Perceptual and Interactive Intelligence (CPII) from 2020 to 2024.

I recieved my Ph.D. Degree from Institute of Automation, Chinese Academy of Sciences (CASIA) in 2020, advised by Prof. Liang Wang, and my Bachelor and Master Degree from Huazhong University of Science and Technology (HUST) in 2014 and 2017, respectively.

My current research interests include generative AI and embodied AI.


Publications


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SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving
Xuesong Chen*, Linjiang Huang*, Tao Ma, Rongyao Fang, Shaoshuai Shi, Hongsheng Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

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FlexDrive: Toward Trajectory Flexibility in Driving Scene Reconstruction and Rendering
Jingqiu Zhou, Lue Fan, Linjiang Huang, Zhaoxiang Zhang, Xiaoyu Shi, Si Liu, Hongsheng Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

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GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance
Jingqiu Zhou, Lue Fan, Xuesong Chen, Linjiang Huang (Corresponding Author), Si Liu, Hongsheng Li
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025

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Localization and Recognition of Human Action in 3D Using Transformers
Jiankai Sun, Linjiang Huang, Hongsong Wang, Chuanyang Zheng, Jianing Qiu, Md Tauhidul Islam, Enze Xie, Bolei Zhou, Lei Xing, Arjun Chandrasekaran, Michael J Black
Nature Communications Engineering, 2024
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FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis
Linjiang Huang, Rongyao Fang, Aiping Zhang, Guanglu Song, Si Liu, Yu Liu, Hongsheng Li
European Conference on Computer Vision (ECCV), 2024
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Comprehensive Attribute Prediction Learning for Person Search by Language
Kai Niu, Linjiang Huang (Corresponding Author), Yuzhou Long, Yan Huang, Liang Wang
IEEE Transactions on Image Processing (TIP), 2024
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Teach-DETR: Better Training DETR with Teachers
Linjiang Huang, Kaixin Lu, Guanglu Song, Liang Wang, Si Liu, Yu Liu, Hongsheng Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
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Improving Inconspicuous Attributes Modeling for Person Search by Language
Kai Niu, Tao Huang, Linjiang Huang (Corresponding Author), Liang Wang, Yanning Zhang
IEEE Transactions on Image Processing (TIP), 2023
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Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels
Jingqiu Zhou, Linjiang Huang (Corresponding Author), Liang Wang, Si Liu, Hongsheng Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
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Cross-modal Co-occurrence Attributes Alignments for Person Search by Language
Kai Niu, Linjiang Huang (Corresponding Author), Yan Huang, Peng Wang, Liang Wang, Yanning Zhang
ACM International Conference on Multimedia (ACM MM), 2022
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Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
Linjiang Huang, Liang Wang, Hongsheng Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Multi-Modality Self-Distillation for Weakly Supervised Temporal Action Localization
Linjiang Huang, Liang Wang, Hongsheng Li
IEEE Transactions on Image Processing (TIP), 2022
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Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization
Linjiang Huang, Liang Wang, Hongsheng Li
International Conference on Computer Vision (ICCV), 2021
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Modeling Sub-Actions for Weakly Supervised Temporal Action Localization
Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang
IEEE Transactions on Image Processing (TIP), 2021
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Two-Branch Relational Prototypical Network for Weakly Supervised Temporal Action Localization
Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
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Relational Prototypical Network for Weakly Supervised Temporal Action Localization
Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
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Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition
Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
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Part-aligned pose-guided recurrent network for action recognition
Linjiang Huang, Yan Huang, Wanli Ouyang, Liang Wang
Pattern Recognition (PR), 2019
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