Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing. - Binbin Huang; Yangyang Li; Zhongjin Li; Linxuan Pan; Shangguang Wang; Yunqiu Xu; Haiyang Hu (Wirel. Commun. Mob. Comput., 2019)

Deep learning based multiple energy harvesting users cooperative task execution. - Binbin Huang; Dongjin Yu; Linxuan Pan; Zhongjin Li; Haiyang Hu; Victor Chang 001 (HPCC/DSS/SmartCity, 2020)

Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing. - Binbin Huang; Zhongjin Li; Yunqiu Xu; Linxuan Pan; Shangguang Wang; Haiyang Hu; Victor Chang 001 (Wirel. Commun. Mob. Comput., 2020)

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks. - Binbin Huang; Xiao Liu 004; Shangguang Wang; Linxuan Pan; Victor Chang 001 (Comput. Networks, 2021)

Energy-aware task offloading with deadline constraint in mobile edge computing. - Zhongjin Li; Victor Chang 001; Jidong Ge; Linxuan Pan; Haiyang Hu; Binbin Huang (EURASIP J. Wirel. Commun. Netw., 2021)

Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function. - Linxuan Pan; Shenghui Song 001 (CoRR, 2023)