Scientific Research
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Paper Publications
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Yilong Yin, 王任 and 张欣欣. Improving Generalization in Meta-Learning via Meta-Gradient Augmentation. Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2026.
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Yilong Yin, 张岩 and Guoqiang Wu. Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learning. The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), 2025.
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李方凯. Cross-graph meta matching correction for noisy graph matching. COMPUTER VISION AND IMAGE UNDERSTANDING, 259, 2025.
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王任. SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning. Proceedings of the Computer Vision and Pattern Recognition Conference, 2025.
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牟文芊. GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation. NEURAL NETWORKS, 2025.
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余飘. Enhancing origin–destination flow prediction via bi-directional spatio-temporal inference and interconnected feature evolution. Expert Systems with Applications, 2025.
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安洋. Spatio-Temporal Multivariate Probabilistic Modeling for Traffic Prediction. TKDE, 2025.
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Haoliang Sun et al.. Variational Rectification Inference for Learning with Noisy Labels. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024.
Patents
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Research Projects
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机器人打磨控制系统技术开发 , 2026-03-15 -2026-08-31
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生成式人工智能关键技术研发 , 2026-04-22 -2029-04-22
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锯切行业立体仓库智能调度算法研发 , 2026-03-04 -2026-08-31
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面向公路工程的文档自动生成技术研究 , 2025-08-06 -2026-02-05
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公路工程三维智能设计关键技术研究项目大模型训练与二次开发技术服务 , 2025-08-06 -2026-02-05
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开放场景下大规模时空数据协同分析理论和方法研究 , 2024-11-01 -2027-12-31
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(包干项目)开放环境下的人机互补学习算法研究 , 2025-01-01 -2027-12-31
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电液伺服系统软件研制 , 2024-11-05 -2025-09-30
Research Team
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