Tianyu Mu

18 papers A* 8Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection.
ICDE
Tianyu Mu, Hongzhi Wang, Chen Liang, Xinyue Shao
2025 A* conf
Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching.
ICDE
Yafeng Tang, Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu, Huan Hu
2025 A* conf
Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization.
ICDE
Chunnan Wang, Junzhe Wang, Xiang Chen, Xintong Song, Tianyu Mu, Hongzhi Wang
2024 A* conf
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.
AAAI
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
2024 A* conf
Explainable Database Management System Configuration Tuning through Counterfactuals.
ICDE
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang
2024 A* conf
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization.
ICDE
Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao
2023 — conf
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning.
DASFAA (Workshops)
Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang
2023 J jnl
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.
CoRR
Shenghe Zheng, Hongzhi Wang, Tianyu Mu
2023 J jnl
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection.
Inf. Sci.
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang
2023 A* conf
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
ICDE
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
2022 J jnl
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.
Inf. Sci.
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao
2022 J jnl
Evaluating community quality based on ground-truth.
Inf. Sci.
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi
2021 J jnl
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN.
Proc. VLDB Endow.
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang
2021 J jnl
Industrial time series determinative anomaly detection based on constraint hypergraph.
Knowl. Based Syst.
Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu
2020 — conf
An Image Fusion Method Based on Weighted Nonnegative Matrix Factorization and Infrared Fidelity.
ICAIP
Jie Liu, Rencan Nie, Yanglin Deng, Huaguang Li, Tianyu Mu
2020 J jnl
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network.
CoRR
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang
2020 A* conf
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
ICDE
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao
2019 J jnl
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
CoRR
Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao