主持国自然面上以及腾讯犀牛鸟等项目。在本领域顶级期刊/会议如TPAMI、TIP、CVPR、ICCV、ECCV、NeurIPS、ICML上以第一/通讯作者身份发表三十余篇学术论文。担任CVPR、ICCV、ICML、NeurIPS、ICLR、IJCAI、AAAI等领域国际会议审稿人与程序委员会委员，以及TPAMI、IJCV等领域顶级期刊审稿人。
代表性论文
[1] Linjiang Huang, Kaixin Lu, Guanglu Song, Liang Wang, Si Liu, Yu Liu, and Hongsheng Li. “Teach-DETR: Better Training DETR with Teachers.” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
[2] Linjiang Huang, Yan Huang, Wanli Ouyang, and Liang Wang. “Two-branch Relational Prototypical Network for Weakly Supervised Temporal Action Localization.” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
[3] Liyao Wang, Ruipu Wu, Haojun Xu, Lei Shi, Linjiang Huang#, and Si Liu. “Beyond 2D Matching: A Unified Single-Stage Framework for Geometry-Aware Cross-View Object Geo-Localization.” European Conference on Computer Vision (ECCV), 2026.
[4] Ruipu Wu, Yige Zhang, Jinyu Chen, Linjiang Huang#, Shifeng Zhang, Xu Zhou, Liang Wang, and Si Liu. “AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation.” ACM International Conference on Multimedia (ACM MM), 2025.
[5] Xuesong Chen*, Linjiang Huang*, Tao Ma, Rongyao Fang, Shaoshuai Shi, and Hongsheng Li. “SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
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