Pengzhan Guo

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Weakly Supervised

Route Optimization

Stochastic Gradient Descent

Top Venues

ACM Trans. Intell. Syst. Technol.

IEEE Trans. Knowl. Data Eng.

Publications

Pengzhan Guo, Keli Xiao, Hengshu Zhu, Qingxin Meng
Preference-Constrained Career Path Optimization: An Exploration Space-Aware Stochastic Model. ICDM (2023)
Pengzhan Guo, Zeyang Ye, Keli Xiao, Wei Zhu
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Pengzhan Guo, Keli Xiao, Zeyang Ye, Wei Zhu
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning. CoRR (2021)
Pengzhan Guo, Keli Xiao, Zeyang Ye, Wei Zhu
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Pengzhan Guo, Zeyang Ye, Keli Xiao, Wei Zhu
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning. CoRR (2020)
Pengzhan Guo, Zeyang Ye, Keli Xiao
A Weighted Aggregating SGD for Scalable Parallelization in Deep Learning. ICDM (2019)