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Yu Zheng

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Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond

Mar 21, 2024
Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng

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Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy

Mar 18, 2024
Jiuming Liu, Ruiji Yu, Yian Wang, Yu Zheng, Tianchen Deng, Weicai Ye, Hesheng Wang

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SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression

Mar 15, 2024
Xin Wang, Yu Zheng, Zhongwei Wan, Mi Zhang

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Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows

Mar 13, 2024
Zhangxuan Dang, Yu Zheng, Xinglin Lin, Chunlei Peng, Qiuyu Chen, Xinbo Gao

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DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting

Mar 05, 2024
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Kai Wang, Yuxuan Liang, Yu Zheng, Kun Wang

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Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook

Feb 29, 2024
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang

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More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning

Feb 25, 2024
Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong

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Artificial Intelligence for Complex Network: Potential, Methodology and Application

Feb 23, 2024
Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li

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Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values

Jan 11, 2024
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa T. Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang

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