Tianyu Mu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Classification Algorithm

Top Venues

DASFAA (Workshops)

Publications

Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang
Explainable Database Management System Configuration Tuning through Counterfactuals. ICDE (2024)
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. AAAI (2024)
Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. ICDE (2024)
Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. DASFAA (Workshops) (2023)
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 (2023)
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)
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. CoRR (2023)
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi
Evaluating community quality based on ground-truth. Inf. Sci. 599 (2022)
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 (2022)
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu
Industrial time series determinative anomaly detection based on constraint hypergraph. Knowl. Based Syst. 233 (2021)
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) (2021)
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)
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)
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. CoRR (2020)
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 (2019)