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Data Augmentation with Large Language Models: A Scaling Law-Guided Approac
Author: Wang, Zhenhua; Xu, Guang; Ren, Ming
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3787100
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A Wave Is Worth 100 Words: Investigating Cross-Domain Transferability in Time Serie
Author: Ma, Xiangkai; Hong, Xiaobin; Li, Wenzhong; Lu, Sanglu
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3788674
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TUL-IB: Enhancing Explainability in Trajectory User Linking with Information Bottlenec
Author: Li, Mengyuan; Zhao, Kaiqi; Zhu, Jun; Lu, Xiaoling; Zhang, Yuanyuan; Du, Yalei
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3793856
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How Business Agglomeration Affects Individual Points-of-Interest: A Causal Effect Estimation Perspectiv
Author: Xin, Haoran; Lu, Xinjiang; Sun, Ying; Zh, Nengjun; Xu, Tong; Zhou, Jingbo; Xiong, Hui
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3793854
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Align Sequential Collaborative Signals and Text Semantics for Citation Recommendation: A Hybrid Perspectiv
Author: Wang, Jiahui; Jia, Ning; Wu, Likang; Zhao, Hongke; Wu, Le
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3797954
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Retrieval-Augmented Generation for Multi-Hop Question Answering Based on Structured Plannin
Author: Huang, Yujiao; Yang, Ling; Yang, Xu-Hua; Xu, Xinli
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3789506
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Multidimensional Self-Paced Ensemble for Imbalanced Data Streams with Concept Drif
Author: Chen, Jiakai; Wei, Bo; Mo, Ziyan; Deng, Li; Huang, Yanrong; Zheng, Junbao
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3793539
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Representing Tuple in Graph with Trail Structur
Author: Zhang, Zhongbao; He, Zhizhen; Ye, Junda; Sun., Li
Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. 2026; Vol. 20, Issue 3, pp. -. DOI: 10.1145/3795689