博士生导师
硕士生导师
入职时间：2017-05-02
所在单位：自动化学院
性别：女
在职信息：在职
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最后更新时间：..
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Zhenni Li, Zuyuang Yang, Haoli Zhao, Shengli Xie* , Direct-Optimization-Based DC Dictionary Learning with the MCP Regularizer, IEEE Transactions on Neural Networks and Learning Systems, 34(7): 3568-3579, 2023. (人工智能领域顶刊)；.
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Qianming Wang, Kan Xie, Zhenni Li*, Kungan Zeng, Shengli Xie, Maodeng Li, Enhanced Precise Point Positioning Method Based on Intelligent Identification of NLOS Signal, IEEE Internet of Things Journal，12(16): 33925 - 33944, 2025.(通信领域顶刊)；.
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Shaolong Zheng, Kungan Zeng, Zhenni Li*, Qianming Wang, Kan Xie, Ming Liu, Shengli Xie. Improving the Prediction of GNSS Satellite Visibility in Urban Canyons Based on a Graph Transformer, NAVIGATION: Journal of the Institute of Navigation, 71(4)：676, 2024.(导航领域顶刊).
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Kungan Zeng, Zhenni Li*, Shengli Xie, Qianming Wang, Wuhui Chen, Zibin Zheng, A Few-Shot Learning-Based Semi-Supervised Method to Enhance NLOS Recognition Accuracy Across Multiple Locations By Cross-Spatiotemporal Information, IEEE Transactions on Instrumentation and Measurement, 73:2526414, 2024. (测绘领域顶刊)；.
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Zhenni Li, Manhao Cao, Kungan Zeng, Shengli Xie. A Graph Contrastive Learning-based Semi-supervised GNSS NLOS Signal Recognition Method, GPS Solutions, 2026, 30(1): 42. (导航领域顶刊)；.
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Haoli Zhao, Zhenni Li*, Wensheng Su and Shengli Xie, Dynamic Sparse Coding-Based Value Estimation Network for Deep Reinforcement Learning, Neural Networks, 2023, 168: 180-193. (人工智能领域顶刊).
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Zhenni Li, Jianhao Tang, Haoli Zhao, Ci Chen, Shengli Xie*, Dictionary Learning-Structured Reinforcement Learning with Adaptive-Sparsity Regularizer, IEEE Transactions on Aerospace and Electronic Systems, 60(2):1753-1769, 2024. (航天领域顶刊)；.
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Jianhao Tang, Zhenni Li*, Qingsong Yu, Haoli Zhao, Kungan Zeng, Shiguang Zhong, Qianming Wang, Kan Xie, Victor Kuzin, Shengli Xie, Deep Reinforcement Learning with Robust Augmented Reward Sequence Prediction for Improving GNSS Positioning, GPS Solutions, 29(2): 65, 2025.(导航领域顶刊)；.
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Jianhao Tang, Xueni Chen, Zhenni Li*, Haoli Zhao, Shengli Xie, Victor Kuzin and Bo Li, Log-Regularized Dictionary Learning-Based Reinforcement Learning Algorithm for GNSS Positioning Correction, IEEE Internet of Things Journal, 11(8):15022-15037, 2024；.
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