Hanping Zhang

Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO

Shigang Li, Yunquan Zhang, Fen Xia, 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI).

Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation pdf

Yuhong Guo, Hanping Zhang, Yuhong Guo, 2021, ArXiv.

Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms

Shigang Li, Fen Xia, Daning Cheng, 2021, IEEE Transactions on Parallel and Distributed Systems.

The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters

Fen Xia, Yunquan Zhang, Shigang Li, 2019, ArXiv.