| 2025 | ICDE | Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection. | Tianyu Mu, Hongzhi Wang, Chen Liang, Xinyue Shao |
| 2025 | ICDE | Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching. | Yafeng Tang, Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu, Huan Hu |
| 2025 | ICDE | Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization. | Chunnan Wang, Junzhe Wang, Xiang Chen, Xintong Song, Tianyu Mu, Hongzhi Wang |
| 2024 | AAAI | DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. | Shenghe Zheng, Hongzhi Wang, Tianyu Mu |
| 2024 | ICDE | ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. | Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao |
| 2024 | ICDE | Explainable Database Management System Configuration Tuning through Counterfactuals. | Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang |
| 2023 | DASFAA | Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. | Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang |
| 2023 | ICDE | TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. | Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang |
| 2020 | ICDE | Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. | Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao |