Publications
2022
- New! [SR] Pengzhan Guo, Keli Xiao, Zeyang Ye, Hengshu Zhu and Wei Zhu. Intelligent career planning via stochastic subsampling reinforcement learnin. Scientific Report, Accepted.
2021
- [TIST] Pengzhan Guo, Keli Xiao, Zeyang Ye and Wei Zhu. Route Optimization via Environment-Aware Deep Network and Reinforcement Learning.. ACM Transactions on Intelligent Systems and Technolog, Accepted.
2020
- [TKDE] Pengzhan Guo, Keli Xiao, Zeyang Ye and Wei Zhu. Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning.. IEEE Transactions on Knowledge and Data Engineering, Accepted.
2019
- [ICDM] Pengzhan Guo, Zeyang Ye and Keli Xiao. A Weighted Aggregating SGD for Scalable Parallelization in Deep Learning.. Proceedings of the 19th IEEE International Conference on Data Mining (ICDM 2019), Published.