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Journal Articles
- 2023
[j5]Xinyue Shao
, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang:
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection. Inf. Sci. 622: 211-234 (2023)- 2022
- [j4]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) - [j3]Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi:
Evaluating community quality based on ground-truth. Inf. Sci. 599: 104-126 (2022) - 2021
- [j2]Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu:
Industrial time series determinative anomaly detection based on constraint hypergraph. Knowl. Based Syst. 233: 107548 (2021) - [j1]Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang:
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN. Proc. VLDB Endow. 14(12): 2751-2754 (2021)
Conference and Workshop Papers
- 2024
- [c7]Shenghe Zheng, Hongzhi Wang, Tianyu Mu:
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. AAAI 2024: 17051-17059 - [c6]Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang:
Explainable Database Management System Configuration Tuning through Counterfactuals. ICDE 2024: 124-137 - [c5]Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao:
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. ICDE 2024: 4897-4910 - 2023
- [c4]Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang:
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. DASFAA (Workshops) 2023: 138-147 - [c3]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 - 2020
- [c2]Jie Liu, Rencan Nie, Yanglin Deng, Huaguang Li, Tianyu Mu:
An Image Fusion Method Based on Weighted Nonnegative Matrix Factorization and Infrared Fidelity. ICAIP 2020: 102-106 - [c1]Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao:
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. ICDE 2020: 1906-1909
Informal and Other Publications
- 2023
- [i3]Shenghe Zheng, Hongzhi Wang, Tianyu Mu:
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. CoRR abs/2302.13020 (2023) - 2020
- [i2]Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang:
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. CoRR abs/2007.03254 (2020) - 2019
- [i1]Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao:
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. CoRR abs/1910.10902 (2019)
Coauthor Index
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