Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories von Zhu, Yuanshao, Liu, Yi, Yu, James J. Q., Yuan, Xingliang

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Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach von Zhu, Yuanshao, Ye, Yongchao, Liu, Yi, Yu, James J. Q.

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Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach von Huang, Yunjie, Song, Xiaozhuang, Zhu, Yuanshao, Zhang, Shiyao, Yu, James J. Q.

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Resource-Constrained Federated Edge Learning With Heterogeneous Data: Formulation and Analysis von Liu, Yi, Zhu, Yuanshao, Yu, James J.Q.

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Toward Crowdsourced Transportation Mode Identification: A Semisupervised Federated Learning Approach von Zhang, Chenhan, Zhu, Yuanshao, Markos, Christos, Yu, Shui, Yu, James J. Q.

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Enhancing Traffic Prediction with Learnable Filter Module von Zhu, Yuanshao, Ye, Yongchao, Zhao, Xiangyu, Yu, James J. Q

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AutoDenoise: Automatic Data Instance Denoising for Recommendations von Lin, Weilin, Zhao, Xiangyu, Wang, Yejing, Zhu, Yuanshao, Wang, Wanyu

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UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces von Zhu, Yuanshao, Yu, James Jianqiao, Zhao, Xiangyu, Wei, Xuetao, Liang, Yuxuan

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Large Language Model Empowered Embedding Generator for Sequential Recommendation von Liu, Qidong, Wu, Xian, Wang, Wanyu, Wang, Yejing, Zhu, Yuanshao, Zhao, Xiangyu, Tian, Feng, Zheng, Yefeng

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Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning von Luo, Kang, Zhu, Yuanshao, Chen, Wei, Wang, Kun, Zhou, Zhengyang, Ruan, Sijie, Liang, Yuxuan

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ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model von Zhu, Yuanshao, Yu, James Jianqiao, Zhao, Xiangyu, Liu, Qidong, Ye, Yongchao, Chen, Wei, Zhang, Zijian, Wei, Xuetao, Liang, Yuxuan

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Traffic Prediction with Transfer Learning: A Mutual Information-based Approach von Huang, Yunjie, Song, Xiaozhuang, Zhu, Yuanshao, Zhang, Shiyao, Yu, James J. Q

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Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond von Chen, Wei, Liang, Yuxuan, Zhu, Yuanshao, Chang, Yanchuan, Luo, Kang, Wen, Haomin, Li, Lei, Yu, Yanwei, Wen, Qingsong, Chen, Chao, Zheng, Kai, Gao, Yunjun, Zhou, Xiaofang, Zheng, Yu

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Enhancing Traffic Prediction with Learnable Filter Module von Zhu, Yuanshao, Ye, Yongchao, Zhao, Xiangyu, Yu, James J Q

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Large Language Model Empowered Embedding Generator for Sequential Recommendation von Liu, Qidong, Wu, Xian, Wang, Wanyu, Wang, Yejing, Zhu, Yuanshao, Zhao, Xiangyu, Tian, Feng, Zheng, Yefeng

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When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications von Liu, Qidong, Wu, Xian, Zhao, Xiangyu, Zhu, Yuanshao, Xu, Derong, Tian, Feng, Zheng, Yefeng

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Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning von Luo, Kang, Zhu, Yuanshao, Chen, Wei, Wang, Kun, Zhou, Zhengyang, Ruan, Sijie, Liang, Yuxuan

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DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model von Zhu, Yuanshao, Ye, Yongchao, Zhang, Shiyao, Zhao, Xiangyu, Yu, James J Q

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Traffic Prediction with Transfer Learning: A Mutual Information-based Approach von Huang, Yunjie, Song, Xiaozhuang, Zhu, Yuanshao, Zhang, Shiyao, Yu, James J Q

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Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond von Chen, Wei, Liang, Yuxuan, Zhu, Yuanshao, Chang, Yanchuan, Luo, Kang, Wen, Haomin, Li, Lei, Yu, Yanwei, Wen, Qingsong, Chen, Chao, Zheng, Kai, Gao, Yunjun, Zhou, Xiaofang, Zheng, Yu

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