| Intelligent career planning via stochastic subsampling reinforcement learning P Guo, K Xiao, Z Ye, H Zhu, W Zhu Scientific reports 12 (1), 8332, 2022 | 18 | 2022 |
| Route optimization via environment-aware deep network and reinforcement learning P Guo, K Xiao, Z Ye, W Zhu ACM Transactions on Intelligent Systems and Technology (TIST) 12 (6), 1-21, 2021 | 18 | 2021 |
| Weighted aggregating stochastic gradient descent for parallel deep learning P Guo, Z Ye, K Xiao, W Zhu IEEE Transactions on Knowledge and Data Engineering 34 (10), 5037-5050, 2020 | 12 | 2020 |
| A weighted aggregating sgd for scalable parallelization in deep learning P Guo, Z Ye, K Xiao 2019 IEEE International Conference on Data Mining (ICDM), 1072-1077, 2019 | 5 | 2019 |
| Preference-Constrained Career Path Optimization: An Exploration Space-Aware Stochastic Model P Guo, K Xiao, H Zhu, Q Meng 2023 IEEE International Conference on Data Mining (ICDM), 120-129, 2023 | 1 | 2023 |
| Stochastic Optimization for Machine Learning: Methodology and Applications in Sequential Recommendation P Guo State University of New York at Stony Brook, 2021 | | 2021 |
| Groemer–Wallen measure of asymmetry for Reuleaux polygons PZ Guo, HL Jin Journal of Geometry 108, 879-884, 2017 | | 2017 |
| From Efficiency to Equity: A Multi-User Paradigm in Mobile Route Optimization P GUO, K Xiao Available at SSRN 4770632, 0 | | |
Keli XiaoStony Brook UniversityVerified email at stonybrook.edu
