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James Zhang

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Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

Oct 20, 2023
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong

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Deep Optimal Timing Strategies for Time Series

Oct 09, 2023
Chen Pan, Fan Zhou, Xuanwei Hu, Xinxin Zhu, Wenxin Ning, Zi Zhuang, Siqiao Xue, James Zhang, Yunhua Hu

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Continuous Invariance Learning

Oct 09, 2023
Yong Lin, Fan Zhou, Lu Tan, Lintao Ma, Jiameng Liu, Yansu He, Yuan Yuan, Yu Liu, James Zhang, Yujiu Yang, Hao Wang

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WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Aug 30, 2023
Siqiao Xue, Fan Zhou, Yi Xu, Hongyu Zhao, Shuo Xie, Qingyang Dai, Caigao Jiang, James Zhang, Jun Zhou, Dacheng Xiu, Hongyuan Mei

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Continual Learning in Predictive Autoscaling

Aug 14, 2023
Hongyan Hao, Zhixuan Chu, Shiyi Zhu, Gangwei Jiang, Yan Wang, Caigao Jiang, James Zhang, Wei Jiang, Siqiao Xue, Jun Zhou

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Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects

Jun 16, 2023
Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan

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Automatic Deduction Path Learning via Reinforcement Learning with Environmental Correction

Jun 16, 2023
Shuai Xiao, Chen Pan, Min Wang, Xinxin Zhu, Siqiao Xue, Jing Wang, Yunhua Hu, James Zhang, Jinghua Feng

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