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Efficient Label-Constrained Path Queries on Time-Dependent Graphs via LP-Tree Decompositio
Author: Wang, Yishu; Chu, Jinlong; Yuan, Ye; Sun, Yongjiao; Zhao, Xiangguo; Ji, Hangxu
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-026-00345-x
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A Survey on Modern Deep Learning Techniques for Traffic Volume Predictio
Author: Qin, Zixin; Wang, Mengxiang; Zhu, Huaijie; Lee, Wang-Chien; Cui, Ningning; Yu, Jianxing; Tian, Zeming; Hong, Yixin; Yin, Jian
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00340-8
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Unsupervised Anomaly Detection on Attributed Multiplex Heterogeneous Network
Author: Cao, Yuehang; Wang, Kai; Wei, Xuan; Zhao, Xiang
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00339-1
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Enumerating Cliques on k-Partite Graph
Author: Li, Faming; Qiu, Shengli; Ning, Baoling; Yang, Xiaochun; Wang, Bin; Li, Jianzhong
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00338-2
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A Survey of Generative Techniques for Spatial-Temporal Data Minin
Author: Zhang, Qianru; Wang, Haixin; Wen, Honggang; Long, Cheng; Su, Liangcai; He, Xingwei; Wu, Tailin; Jensen, Christian S.; Yiu, Siu-Ming; Yin, Hongzhi
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-026-00346-w
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IBformer: Inductive Bias is Necessary for Multivariate Time Series Forecastin
Author: Shi, Haoyuan; Meng, Xiangfu; Zhang, Yongqin; Lu, Jianxu; Wang, Jia
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00337-3
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Sparse Gradient Training for Recommender System
Author: Qu, Yunke; Qu, Liang; Chen, Tong; Zhao, Xiangyu; Li, Jianxin; Yin, Hongzhi
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00327-5
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Generating Counterfactual Temporal Motifs: Unraveling the Mysteries of Temporal Graph Neural Network
Author: Zhao, Yibowen; Xu, Yonghui; Liu, Ning; Cui, Lizhen; Li, Qingzhong
Journal: DATA SCIENCE AND ENGINEERING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s41019-025-00321-x
