近3年第一作者/通讯作者发表的论文如下：
[1] 党吉圣, Yulan Guo, Tat-Seng Chua, et al. Fast track anything with sparse spatio-temporal propagation for unified video segmentation. IEEE Transactions on Image Processing, 35: 955-969, 2024. (CCF-A, 中科院一区TOP, IF=13.7)
[2] 党吉圣, Yulan Guo, Jianhuang Lai, Bin Hu, Tat-Seng Chua, et al. Video decoupling networks for accurate, efficient, generalizable, and robust video object segmentation. IEEE Transactions on Image Processing, 35: 1218-1230, 2026. (CCF-A, 中科院一区TOP, IF=13.7)
[3] 党吉圣, Yulan Guo, et al. Efficient and robust video object segmentation through isogenous memory sampling and frame relation mining. IEEE Transactions on Image Processing, 32: 3924-3938, 2023. (CCF-A, 中科院一区TOP, IF=13.7)
[4] 党吉圣, Yulan Guo, et al. Beyond appearance matching: Context-aware memory networks for efficient video object segmentation. IEEE Transactions on Image Processing, 33: 4853-4866, 2024. (CCF-A, 中科院一区TOP, IF=13.7)
[5] 党吉圣, 赖剑煌, 等. 基于逐帧和逐段时空交互记忆网络的高效视频目标分割[J]. 中国科学:信息科学, 2025, 55(01): 80-93. (CCF-A类中文期刊)
[6] 党吉圣, et al. Adaptive sparse memory network for efficient video object segmentation. IEEE Transactions on Neural Networks and Learning Systems, 36(2): 3820-3833, 2025. (中科院一区TOP, CCF-B, IF=10.2)
[7] 党吉圣, Yulan Guo, et al. Unified spatio-temporal dynamic routing for efficient video object segmentation. IEEE Transactions on Intelligent Transportation Systems, 25(5): 4512-4526, 2024. (中科院二区TOP, CCF-B, IF=8.4)
[8] 党吉圣, Yulan Guo, et al. Temporal-spatio hierarchical memory network for efficient video object segmentation. IEEE Transactions on Intelligent Transportation Systems, 25(11): 17291-17304, 2024. (中科院二区TOP, CCF-B, IF=8.4)
[9] 党吉圣, et al. LHPHGCNN: Lightweight hierarchical parallel heterogeneous group convolutional neural networks for point cloud scene prediction. IEEE Transactions on Intelligent Transportation Systems, 23(10): 18903-18915, 2023. (中科院二区TOP, CCF-B, IF=8.4)
[10] 党吉圣, et al. Primary visual cortex inspired point cloud analysis framework. Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2025. (CCF-A类会议)
[11] 党吉圣, et al. External memory matters: Generalizable object-action memory for retrieval-augmented long-term video understanding. Proceedings of the International Joint Conferences on Artificial Intelligence, 2025：864-872. (CCF-A类会议)
[12] 党吉圣, et al. Diff-LMM: Diffusion teacher-guided spatio-temporal perception for video large multimodal models. Proceedings of the International Joint Conferences on Artificial Intelligence, 2025: 873-881. (CCF-A类会议)
[13] 党吉圣, et al. Hallucination reduction in video-language models via hierarchical multimodal consistency. Proceedings of the International Joint Conferences on Artificial Intelligence, 2025: 9167-9175. (CCF-A类会议)
[14] Chen Y, Lian J, 党吉圣, et al. A chaotic dynamics framework inspired by dorsal stream for event signal processing. In Proceedings of International Conference on Machine Learning, 2025. (CCF-A类会议，通讯作者)
[15] Yizhou Zhang, Ning Lv, Teng Wang, 党吉圣. FastGRPO: Accelerating policy optimization via concurrency-aware speculative decoding and online draft learning. Proceedings of the International Conference on Learning Representations, 2026. (清华CCF-A类会议， 通讯作者, 已录用)