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ORCIDZheng Liang 0002
Person information
- affiliation: Harbin Institute of Technology, Harbin, China
Other persons with the same name
- Zheng Liang — disambiguation page
- Zheng Liang 0001
![[0000-0001-8234-5165]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-8234-5165")
— Dalian Maritime University, Dalian, China - Zheng Liang 0003 — Peking University, Beijing, China
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Journal Articles
- 2024
[j4]Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. Proc. VLDB Endow. 17(12): 4489-4492 (2024)- 2023
- [j3]Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan:
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning. Proc. VLDB Endow. 17(3): 386-399 (2023) - 2022
- [j2]Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao:
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. Inf. Sci. 591: 344-364 (2022) - 2021
- [j1]Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu:
Industrial time series determinative anomaly detection based on constraint hypergraph. Knowl. Based Syst. 233: 107548 (2021)
Conference and Workshop Papers
- 2024
- [c3]Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning. SIGMOD Conference Companion 2024: 480-483 - 2023
- [c2]Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang:
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. ICDE 2023: 1032-1044 - 2022
- [c1]Jianping Huang, Hao Chen, Hongkai Wang, Jun Feng, Liangying Peng, Zheng Liang, Hongzhi Wang, Tianlan Fan, Tianren Yu:
Time Series Data Quality Enhancing Based on Pattern Alignment. DASFAA (Workshops) 2022: 363-375
Informal and Other Publications
- 2024
- [i6]Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. CoRR abs/2404.05057 (2024) - 2023
- [i5]Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang:
UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning. CoRR abs/2303.13804 (2023) - [i4]Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan:
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning. CoRR abs/2305.18888 (2023) - [i3]Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang:
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning. CoRR abs/2312.05698 (2023) - 2021
- [i2]Xiaoou Ding, Hongzhi Wang, Chen Wang, Zijue Li, Zheng Liang:
Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data. CoRR abs/2101.01363 (2021) - 2020
- [i1]Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang:
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. CoRR abs/2007.03254 (2020)
Coauthor Index
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