Deep Reinforced Energy Efficient Traffic Grooming in Fog-Cloud Elastic Optical Networks. - Ruijie Zhu 001; Shihua Li 007; Peisen Wang; Lulu Li 010; Aretor Samuel; Yongli Zhao 001 (OFC, 2020)

Protected Resource Allocation in Space Division Multiplexing-Elastic Optical Networks with Fluctuating Traffic. - Ruijie Zhu 001; Aretor Samuel; Peisen Wang; Shihua Li 007; Bounsou Kham Oun; Lulu Li 010; Pei Lv; Mingliang Xu 001; Shui Yu 001 (J. Netw. Comput. Appl., 2021)

Context-Aware Multiagent Broad Reinforcement Learning for Mixed Pedestrian-Vehicle Adaptive Traffic Light Control. - Ruijie Zhu 001; Shuning Wu; Lulu Li 010; Ping Lv; Mingliang Xu 001 (IEEE Internet Things J., 2022)

Multi-agent broad reinforcement learning for intelligent traffic light control. - Ruijie Zhu 001; Lulu Li 010; Shuning Wu; Pei Lv; Yafei Li; Mingliang Xu 001 (Inf. Sci., 2023)

Auto-learning communication reinforcement learning for multi-intersection traffic light control. - Ruijie Zhu 001; Wenting Ding; Shuning Wu; Lulu Li 010; Ping Lv; Mingliang Xu 001 (Knowl. Based Syst., 2023)

Adaptive Multi-Agent Deep Mixed Reinforcement Learning for Traffic Light Control. - Lulu Li 010; Ruijie Zhu 001; Shuning Wu; Wenting Ding; Mingliang Xu 001; Jiwen Lu (IEEE Trans. Veh. Technol., 2024)

Adaptive Broad Deep Reinforcement Learning for Intelligent Traffic Light Control. - Ruijie Zhu 001; Shuning Wu; Lulu Li 010; Wenting Ding; Ping Lv; Luyao Sui (IEEE Internet Things J., 2024)

HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models. - Qingshun Wu; Yafei Li; Lulu Li 010; Yuanyuan Jin; Shuo He 002; Mingliang Xu 001 (IJCAI, 2025)

Efficient Cooperative Mechanism for Distributed Multi-Agent Traffic Signal Control. - Lulu Li 010; Yafei Li; Shaohui Zhang; Yuanyuan Jin; Shuo He 002; Ke Wang 064; Mingliang Xu 001 (IEEE Trans. Mob. Comput., 2025)