Difan Deng
Leibniz University Hannover(DE)
Publications by Year
Research Areas
Machine Learning and Data Classification, Metaheuristic Optimization Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Machine Learning and Algorithms, Neural Networks and Applications
Most-Cited Works
- → Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges(2023)724 cited
- → SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization(2021)83 cited
- → Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization(2021)16 cited
- → Efficient Automated Deep Learning for Time Series Forecasting(2023)15 cited
- → Squirrel: A Switching Hyperparameter Optimizer(2020)3 cited
- → Searching in the Forest for Local Bayesian Optimization(2021)
- → Neural Architecture Search in Federated Learning: A Unified Design Concept(2026)
- → Neural Attention Search(2025)