Pairwise-Combination-Based DBA Scheme for Energy-efficient Low-latency TDM-PONs. - Min Zhu; Guixin Li; Shengyu Zhang; Jiahua Gu; Bin Chen; Qing Sun 006 (ICAIT, 2018)

Fragmentation-Aware VONE in Elastic Optical Networks. - Min Zhu; Shengyu Zhang; Qing Sun 006; Guixin Li; Bin Chen; Jiahua Gu (JOCN, 2018)

Integrated VONE Scheme Over Resource-Virtualized Elastic Optical Networks. - Min Zhu; Tianyu Shen; Qing Sun 006; Bin Chen; Jiahua Gu (IEEE Access, 2019)

Energy-Aware Virtual Optical Network Embedding in Sliceable-Transponder-Enabled Elastic Optical Networks. - Min Zhu; Qing Sun 006; Shengyu Zhang; Pan Gao; Bin Chen; Jiahua Gu (IEEE Access, 2019)

PWC-PON: An Energy-Efficient Low-Latency DBA Scheme for Time Division Multiplexed Passive Optical Networks. - Min Zhu; Jiahua Gu; Guixin Li (IEEE Access, 2020)

Delay-aware and Resource-efficient VNF-Service Chain Deployment in Inter-Datacenter Elastic Optical Networks. - Jiahua Gu; Min Zhu; Tianyu Shen; Chenglin Shi; Xueqi Ren (OFC, 2021)

Delay-Aware Energy-Saving Strategies for BBU Pool in C-RAN: Modeling and Optimization. - Min Zhu; Jiahua Gu; Xiaobo Zeng; Chunping Yan; Pingping Gu (IEEE Access, 2021)

Delay-aware and resource-efficient service function chain mapping in inter-datacenter elastic optical networks. - Min Zhu; Jiahua Gu; Tianyu Shen; Jiao Zhang 005; Pingping Gu (JOCN, 2022)

Deep Reinforcement Learning for Provisioning Virtualized Network Function in Inter-Datacenter Elastic Optical Networks. - Min Zhu; Qi Chen; Jiahua Gu; Pingping Gu (IEEE Trans. Netw. Serv. Manag., 2022)

DRL-Assisted Fine-Grained Function Placement and Routing of 5G RAN Slice with Reuse Scheme in Elastic Optical Networks. - Yunwu Wang; Min Zhu; Xiaofeng Cai; Jiahua Gu; Xiang Liu; Jiao Zhang 005 (ICC, 2023)

Heuristic-assisted Deep Reinforcement Learning for Resource-efficient and QoS-guaranteed 5G RAN Slice Migration in Elastic Metro Aggregation Optical Networks. - Jiahua Gu; Min Zhu; Yunwu Wang; Xiaofeng Cai; Yuancheng Cai; Jiao Zhang 005 (OFC, 2023)

Resource-efficient and QoS guaranteed 5G RAN slice migration in elastic metro aggregation networks using heuristic-assisted deep reinforcement learning. - Jiahua Gu; Min Zhu; Yunwu Wang; Xiaofeng Cai; Yuancheng Cai; Jiao Zhang 005; Mingzheng Lei; Bingchang Hua; Pingping Gu; Guo Zhao (JOCN, 2023)

DRL-assisted joint allocation of antenna, radio, and front-haul resources in TWDM-PON-based NG-RANs with mMIMO-enabled beamforming. - Min Zhu; Yunwu Wang; Jiahua Gu; Xiaofeng Cai; Xiang Liu; Weidong Tong; Yuancheng Cai; Jiao Zhang 005 (J. Opt. Commun. Netw., 2023)

Security-aware 5G RAN slice mapping with tiered isolation in physical-layer secured metro-aggregation elastic optical networks using heuristic-assisted DRL. - Yunwu Wang; Min Zhu; Jiahua Gu; Xiang Liu; Weidong Tong; Bingchang Hua; Mingzheng Lei; Yuancheng Cai; Jiao Zhang 005 (J. Opt. Commun. Netw., 2023)

Adaptive Threshold-Triggered Heuristic-assisted Deep Reinforcement Learning for Energy-efficient and QoS-guaranteed 5G RAN Slice Migration. - Jiahua Gu; Min Zhu; Yunwu Wang; Lingxing Kong; Ruoyu Li; Yuancheng Cai; Jiao Zhang 005; Yongming Huang 001 (GLOBECOM, 2024)

Energy-Efficient and QoS-Guaranteed 3-D Beam Mapping for Massive MIMO System Under Tidal Traffic Loads. - Yunwu Wang; Min Zhu; Gaojie Chen; Jiahua Gu; Yuancheng Cai; Jiao Zhang 005 (IEEE Internet Things J., 2024)

Electric Semantic Compression-Based 6G Wireless Sensing and Communication Integrated Resource Allocation. - Haijun Liao; Jinchao Fan; Haoyu Ci; Jiahua Gu; Zhenyu Zhou 001; Bin Liao 002; Xiaoyan Wang 003; Shahid Mumtaz (IEEE Internet Things J., 2024)

Availability-Aware and Delay-Sensitive RAN Slicing Mapping Based on Deep Reinforcement Learning in Elastic Optical Networks. - Yunwu Wang; Lingxing Kong; Min Zhu; Jiahua Gu; Yuancheng Cai; Jiao Zhang 005 (IEEE Trans. Netw. Serv. Manag., 2024)

In-situ and non-invasive measurement of stem water content of trees using an innovative Constant-Force-Arc-Electrode sensor less susceptible to contact force variations. - Yuqi Liu; Haiyang Zhou; Qiaoling Han; Yue Zhao; Jiahua Gu; Yandong Zhao (Comput. Electron. Agric., 2025)