Jingke Meng 孟静珂Associate professor Email: mengjk3@mail.sysu.edu.cn / mengjke@gmail.com Brief biography: Jingke Meng received Ph.D. degree in Computer Science and Technology from Sun Yat-sen University in 2020 (advisors: Prof. Wei-Shi Zheng). She is a recipient of the NSFC Young Scientist Fund (国自然青年基金), and General Program of Guangdong Provincial Natural Science Foundation (广东省面上). Research interests: My research focuses on multi-modality learning for computer vision, and embodied navigation. |
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Project
Multi-modal Learning
[1] Jingke Meng, Huilin Tian, Ge Lin, Jian-Fang Hu, Wei-Shi Zheng*. Audio-Visual Collaborative Learning for Weakly Supervised Video Anomaly Detection. IEEE Transactions Multimedia (TMM), 2025.
[2] An-Lan Wang, Kun-Yu Lin, Jia-Run Du, Jingke Meng*, Wei-Shi Zheng*. Event-Guided Procedure Planning from Instructional Videos with Text Supervision. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Vision Language Navigation
[1] Huilin Tian, Jingke Meng*, Wei-Shi Zheng, Yuan-Ming Li, Junkai Yan, Yunong Zhang. Loc4Plan: Locating Before Planning for Outdoor Vision and Language Navigation. ACM International Conference on Multimedia (ACM MM), 2024.
[2] Renjie Lu, Jingke Meng*, Wei-Shi Zheng. PRET: Planning with Directed Fidelity Trajectory for Vision and Language Navigation. European Conference on Computer Vision (ECCV), 2024.
Image Recognition and Classification
[1] Jingke Meng, Wei-Shi Zheng*, Jian-Huang Lai, Liang Wang. Deep Graph Metric Learning for Weakly Supervised Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
[2] Yi-Xing Peng, Yu-Ming Tang, Kun-Yu Lin, Qize Yang, Jingke Meng*, Xihan Wei, Wei-Shi Zheng*. Person De-reidentification: A Variation-guided Identity Shift Modeling. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Publication [Google scholar]
Jingke Meng, Huilin Tian, Ge Lin, Jian-Fang Hu, Wei-Shi Zheng*. Audio-Visual Collaborative Learning for Weakly Supervised Video Anomaly Detection. IEEE Transactions Multimedia (TMM), 2025
Yi-Xing Peng, Yu-Ming Tang, Kun-Yu Lin, Qize Yang, Jingke Meng*, Xihan Wei, Wei-Shi Zheng*. Person De-reidentification: A Variation-guided Identity Shift Modeling. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Ling-An Zeng, Guohong Huang, Yi-Lin Wei, Shengbo Gu, Yu-Ming Tang, Jingke Meng*, Wei-Shi Zheng*. ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
Dixuan Lin, Yi-Xing Peng, Jingke Meng*, Wei-Shi Zheng. Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval. IEEE Transactions Multimedia (TMM), 2024.
Gaojie Wu, Ling-An Zeng, Jingke Meng*, Wei-Shi Zheng. Adaptive Weight Generator for Multi-task Image Recognition by Task Grouping Prompt. IEEE Transactions Multimedia (TMM), 2024.
Yu-Ming Tang, Yi-Xing Peng, Jingke Meng*, Wei-Shi Zheng. Rethinking Few-shot Class-incremental Learning: Learning from Yourself. European Conference on Computer Vision (ECCV), 2024.
Yuanming Li, Ling-An Zeng, Jingke Meng*, Wei-Shi Zheng. Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
Renjie Lu, Jingke Meng*, Wei-Shi Zheng. PRET: Planning with Directed Fidelity Trajectory for Vision and Language Navigation. European Conference on Computer Vision (ECCV), 2024.
Huilin Tian, Jingke Meng*, Wei-Shi Zheng, Yuan-Ming Li, Junkai Yan, Yunong Zhang. Loc4Plan: Locating Before Planning for Outdoor Vision and Language Navigation. ACM International Conference on Multimedia (ACM MM), 2024.
Yuan-Ming Li, Wei-Jin Huang, An-Lan Wang, Ling-An Zeng, Jingke Meng*, Wei-Shi Zheng*. EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding. European Conference on Computer Vision (ECCV), 2024.
An-Lan Wang, Kun-Yu Lin, Jia-Run Du, Jingke Meng*, Wei-Shi Zheng*. Event-Guided Procedure Planning from Instructional Videos with Text Supervision. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Jingke Meng, Wei-Shi Zheng*, Jian-Huang Lai, Liang Wang. Deep Graph Metric Learning for Weakly Supervised Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
Jingke Meng, Sheng Wu, Wei-Shi Zheng*. Weakly Supervised Person Re-Identification. IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2019.
Jingke Meng, Ancong Wu, Wei-Shi Zheng*. Deep Asymmetric Video-based Person Re-Identification. Pattern Recognition (PR), 2019.