Tianyu Mu

Orcid: 0000-0002-4955-5766

According to our database1, Tianyu Mu authored at least 13 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Explainable Database Management System Configuration Tuning through Counterfactuals.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection.
Inf. Sci., April, 2023

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2023 International Workshops, 2023

2022
Evaluating community quality based on ground-truth.
Inf. Sci., 2022

Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.
Inf. Sci., 2022

2021
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN.
Proc. VLDB Endow., 2021

Industrial time series determinative anomaly detection based on constraint hypergraph.
Knowl. Based Syst., 2021

2020
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network.
CoRR, 2020

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

An Image Fusion Method Based on Weighted Nonnegative Matrix Factorization and Infrared Fidelity.
Proceedings of the ICAIP 2020: 4th International Conference on Advances in Image Processing, 2020


  Loading...