Research on the RRB+ Tree for Resource Reservation. - Libing Wu; Ping Dang; Lei Nei; Jianqun Cui; Bingyi Liu (NPC, 2013)

Fraunhofer Lidar Prototype in the Green Spectral Region for Atmospheric Boundary Layer Observations. - Songhua Wu; Xiaoquan Song; Bingyi Liu (Remote. Sens., 2013)

Tacked Link List - An Improved Linked List for Advance Resource Reservation. - Libing Wu; Jing Fan; Lei Nie; Bingyi Liu (NPC, 2014)

Fault-tolerant multi-path routing protocol for WSN based on HEED. - Yucai Zhou; Xinhua Wang; Tong Wang 005; Bingyi Liu; Weixin Sun (Int. J. Sens. Networks, 2016)

Message dissemination scheduling for multiple cooperative drivings. - Dongyao Jia; Bingyi Liu; Haibo Chen 002; Jingyuan Fan; Chunming Qiao; Jianping Wang 001; Libing Wu (INFOCOM Workshops, 2017)

Power load forecasting by wavelet least squares support vector machine with improved fruit fly optimization algorithm. - Dongxiao Niu; Tiannan Ma; Bingyi Liu (J. Comb. Optim., 2017)

Cloud-Assisted Safety Message Dissemination in VANET-Cellular Heterogeneous Wireless Network. - Bingyi Liu; Dongyao Jia; Jianping Wang 001; Kejie Lu; Libing Wu (IEEE Syst. J., 2017)

Infrastructure-Assisted Message Dissemination for Supporting Heterogeneous Driving Patterns. - Bingyi Liu; Dongyao Jia; Kejie Lu; Haibo Chen 002; Rongwei Yang; Jianping Wang 001; Yvonne Barnard; Libing Wu (IEEE Trans. Intell. Transp. Syst., 2017)

A Joint Control-Communication Design for Reliable Vehicle Platooning in Hybrid Traffic. - Bingyi Liu; Dongyao Jia; Kejie Lu; Dong Ngoduy; Jianping Wang 001; Libing Wu (IEEE Trans. Veh. Technol., 2017)

A novel cross-layer communication protocol for vehicular sensor networks. - Tong Wang 005; Yunfeng Wang; Bingyi Liu; Xibo Wang; Jianfeng Zhang; Azhar Hussain; Peng Wang; Yue Cao 002 (Int. J. Commun. Syst., 2018)

An Efficient Privacy-Preserving Mutual Authentication Scheme for Secure V2V Communication in Vehicular Ad Hoc Network. - Libing Wu; Qianqian Sun; Xinpei Wang; Jing Wang 036; Shui Yu 001; Yifei Zou; Bingyi Liu; Zike Zhu (IEEE Access, 2019)

A Hierarchical Architecture for the Future Internet of Vehicles. - Kai Liu 001; Xincao Xu; Mengliang Chen; Bingyi Liu; Libing Wu; Victor C. S. Lee (IEEE Commun. Mag., 2019)

Start from Scratch: A Crowdsourcing-Based Data Fusion Approach to Support Location-Aware Applications. - Yonghang Jiang; Bingyi Liu; Ze Wang; Xiaoquan Yi (Sensors, 2019)

Smart Sensing for Container Trucks. - Chengyuan Xu; Bin Zhao; Rongwei Yang; Bingyi Liu; Jianping Wang 001; Jinfan Wang (BigCom, 2020)

TA-MAC: A Traffic-Aware TDMA MAC Protocol for Safety Message Dissemination in MEC-assisted VANETs. - Dongxiao Deng; Wenbi Rao; Bingyi Liu; Dongyao Jia; Yang Sheng; Jianping Wang 001; Shengwu Xiong 001 (ICCCN, 2020)

Towards Reliable Message Dissemination for Multiple Cooperative Drivings: A Hybrid Approach. - Bingyi Liu; Chunli Yu; Weizhen Han; Dongyao Jia; Jianping Wang 001; Enshu Wang; Kejie Lu (ICCCN, 2020)

A Novel Collision-Avoidance TDMA MAC Protocol for Fog-Assisted VCNs. - Bingyi Liu; Jing Qin; Dongxiao Deng; Ze Wang; Shengwu Xiong 001; Luyao Ye (NCAA, 2020)

A Novel Safety Message Dissemination for Region of Interest Coverage Using Vehicle Trajectory. - Bingyi Liu; Wei Jiang; Zhipeng Fang; Dongyao Jia; Shengwu Xiong 001; Enshu Wang; Jianping Wang 001 (VTC Fall, 2020)

Multigranularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems. - Ting Wu 012; Kai Liu 001; Chunhua Xiao; Bingyi Liu; Qingfeng Zhuge; Edwin H.-M. Sha (IEEE Syst. J., 2020)

An Efficient Message Dissemination Scheme for Cooperative Drivings via Multi-Agent Hierarchical Attention Reinforcement Learning. - Bingyi Liu; Weizhen Han; Enshu Wang; Xin Ma; Shengwu Xiong 001; Chunming Qiao; Jianping Wang 001 (ICDCS, 2021)

A Grid and Vehicle Density Prediction-Based Communication Scheme in Large-scale Urban Environments. - Bingyi Liu; Yang Sheng; Xun Shao; Yusheng Ji (ICT-DM, 2021)

A Traffic Light Control System Based on Reinforcement Learning and Adaptive Timing. - Pengchun Wu; Bin Song; Xinhai Chen; Bingyi Liu (NCAA, 2021)

Small Angle Scattering Intensity Measurement by an Improved Ocean Scheimpflug Lidar System. - Hongwei Zhang; Yuanshuai Zhang; Ziwang Li; Bingyi Liu; Bin Yin; Songhua Wu (Remote. Sens., 2021)

A Vehicle Distribution Prediction Based Routing Protocol in Large-Scale Urban VANET. - Yang Sheng; Weizhen Han; Zhipeng Fang; Bingyi Liu (CSCWD, 2022)

Two-Stream 3D MobileNetV3 for Pedestrians Intent Prediction Based on Monocular Camera. - Yi Jiang; Weizhen Han; Luyao Ye; Yang Lu; Bingyi Liu (NCAA (2), 2022)

A Novel V2V-Based Temporary Warning Network for Safety Message Dissemination in Urban Environments. - Bingyi Liu; Weizhen Han; Wei Jiang; Dongyao Jia; Enshu Wang; Jianping Wang 001; Chunming Qiao (IEEE Internet Things J., 2022)

A Region-Based Collaborative Management Scheme for Dynamic Clustering in Green VANET. - Bingyi Liu; Zhipeng Fang; Wei Wang 077; Xun Shao; Wei Wei 006; Dongyao Jia; Enshu Wang; Shengwu Xiong 001 (IEEE Trans. Green Commun. Netw., 2022)

CPA-MAC: A Collision Prediction and Avoidance MAC for Safety Message Dissemination in MEC-Assisted VANETs. - Bingyi Liu; Dongxiao Deng; Wenbi Rao; Enshu Wang; Shengwu Xiong 001; Dongyao Jia; Jianping Wang 001; Chunming Qiao (IEEE Trans. Netw. Sci. Eng., 2022)

EVPRT: A MARL-Based Approach for Efficient Passage of Emergency Vehicles in Urban Vehicular Networks. - Bingyi Liu; Wei Peng; Jipeng Liu; Weizhen Han; Enshu Wang (GLOBECOM, 2023)

Dynamic Path Planning Based on Traffic Flow Prediction and Traffic Light Status. - Weiyang Chen; Bingyi Liu; Weizhen Han; Gaolei Li; Bin Song (ICA3PP (1), 2023)

A Vehicle Density Prediction Based Routing Protocol for Green VANET Powered by VFC. - Bingyi Liu; Yang Lu; Weizhen Han; Xun Shao; Weiyang Chen (ICC, 2023)

An Adaptive Clustering Approach for Efficient Data Dissemination in IoV. - Weiyang Chen; Yuhao Liu; Yang Lu; Weizhen Han; Bingyi Liu (NCAA (2), 2023)

Empirical Study and Signal Intensity Prediction for Cellular Vehicle-to-Everything (C-V2X). - Yang Lu; Yifan Zhang; Tuo Shi; Jianping Wang 001; Jen-Ming Wu; Bingyi Liu (VTC Fall, 2023)

Double Graph Attention Actor-Critic Framework for Urban Bus-Pooling System. - Enshu Wang; Bingyi Liu; Songrong Lin; Feng Shen; Tianyu Bao; Jun Zhang; Jianping Wang 001; Adel W. Sadek; Chunming Qiao (IEEE Trans. Intell. Transp. Syst., 2023)

A novel framework for message dissemination with consideration of destination prediction in VFC. - Bingyi Liu; Ze Wang; Jing Qin; Yi Jiang; Xinhai Chen; Enshu Wang; Shengwu Xiong 001 (Neural Comput. Appl., 2023)

Collaborative Intelligence Enabled Routing in Green IoV: A Grid and Vehicle Density Prediction-Based Protocol. - Bingyi Liu; Yang Sheng; Xun Shao; Yusheng Ji; Weizhen Han; Enshu Wang; Shengwu Xiong 001 (IEEE Trans. Green Commun. Netw., 2023)

Leveraging CAVs to Improve Traffic Efficiency: An MARL-Based Approach. - Weizhen Han; Enshu Wang; Bingyi Liu; Zhi Liu 002; Xun Shao; Libing Wu; Jianping Wang 001 (ICDCS, 2024)

Towards Efficient Task Offloading in Disaster Areas: a Constrained RL-based Approach. - Yupeng Wang; Jinbo He; Haiyong Shi; Weizhen Han; Bingyi Liu (ICT-DM, 2024)

Multi-Agent Reinforcement Learning Based Resource Allocation for Efficient Message Dissemination in C-V2X Networks. - Bingyi Liu; Jingxiang Hao; Enshu Wang; Dongyao Jia; Weizhen Han; Libing Wu; Shengwu Xiong 001 (IWQoS, 2024)

CHASM: Cooperative MARL-Based Approach for Efficient V2V Communication in CDSs. - Bingyi Liu; Haoxiang Zhao; Enshu Wang; Weizhen Han; Zhuangzhuang Zhang; Libing Wu (SmartCity, 2024)

Human-in-the-loop optimization for vehicle body lightweight design. - Jia Hao; Ruofan Deng; Liangyue Jia; Zuoxuan Li; Reza Alizadeh; Leili Soltanisehat; Bingyi Liu; Zhibin Sun; Yiping Shao (Adv. Eng. Informatics, 2024)

Multi-Agent Attention Double Actor-Critic Framework for Intelligent Traffic Light Control in Urban Scenarios With Hybrid Traffic. - Bingyi Liu; Weizhen Han; Enshu Wang; Shengwu Xiong 001; Libing Wu; Qian Wang 002; Jianping Wang 001; Chunming Qiao (IEEE Trans. Mob. Comput., 2024)

Research Progress on Router Devices for the OAM Optical Communication. - Binbin Wang; Xizheng Zhang; Jinlong Tian; Badreddine Merabet; Zhixiang Li; Syed Afaq Ali Shah; Yi Lei; Bingyi Liu; Kai Guo 002; Zhongyi Guo 001 (Sensors, 2024)

Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing. - Penglin Dai; Biao Han; Xiao Wu 001; Huanlai Xing; Bingyi Liu; Kai Liu 001 (IEEE Trans. Mob. Comput., 2024)

Guest Editorial of the Special Section on Generative Artificial Intelligence With Applications on Consumer Electronics. - Mingbo Zhao; Weizhi Meng 001; Bingyi Liu; Yimin Yang 001 (IEEE Trans. Consumer Electron., 2024)

An Efficient Message Dissemination Scheme for Cooperative Drivings via Cooperative Hierarchical Attention Reinforcement Learning. - Bingyi Liu; Weizhen Han; Enshu Wang; Shengwu Xiong 001; Chunming Qiao; Jianping Wang 001 (IEEE Trans. Mob. Comput., 2024)

Cooperative Multi-Agent Reinforcement Learning Framework for Edge Intelligence-Empowered Traffic Light Control. - Haiyong Shi; Bingyi Liu; Enshu Wang; Weizhen Han; Jinfan Wang; Shihong Cui; Libing Wu (IEEE Trans. Consumer Electron., 2024)

CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning. - Quanmin Wei; Penglin Dai; Wei Li 110; Bingyi Liu; Xiao Wu 001 (AAAI, 2025)

Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework. - Yi Yu; Weizhen Han; Libing Wu; Bingyi Liu; Enshu Wang; Zhuangzhuang Zhang (CVPR, 2025)

A Bargaining-Based Approach for Feature Trading in Vertical Federated Learning. - Yue Cui 001; Liuyi Yao; Zitao Li; Yaliang Li; Keqin Zhong; Bingyi Liu; Bolin Ding; Xiaofang Zhou 001 (ICDE, 2025)

Towards Lightweight Traffic Forecasting in RDMA Networks: Design and Application. - Cheng Yang; Xiaoning Zhang; Bodong Yan; Sun Xu; Bingyi Liu; Jianchun Liu (INFOCOM, 2025)

Interpretable Chinese Fake News Detection With Chain-of-Thought and In-Context Learning. - Bingyi Liu; Anqi Wang; Chengqian Xia (IEEE Access, 2025)

High-Precision Inversion of the 180° Volume Scattering Function for Oceanographic Lidar: Airborne Experimental Validation. - Peizhi Zhu; Junwu Tang; Yan He; Xinke Hao; Xiaoye Wang; Mingyu Shi; Hongwei Zhang; Bingyi Liu; Songhua Wu; Xiaoquan Song (IEEE Trans. Geosci. Remote. Sens., 2025)

Future Spaceborne Oceanographic Lidar: Exploring the Effects of Large Off-Nadir Angles on Signal Dynamic Range and Depth Aliasing. - Peizhi Zhu; Junwu Tang; Xiaoquan Song; Xiaoye Wang; Huixin He; Mingyu Shi; Bingyi Liu; Songhua Wu; Xiaopeng Zhu; Jiqiao Liu; Keli Zhang; Lili Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework. - Bingyi Liu; Jian Teng; Hongfei Xue; Enshu Wang; Chuanhui Zhu; Pu Wang 001; Libing Wu (CoRR, 2025)

CMRM: Collaborative Multi-Agent Reinforcement Learning for Multi-Objective Traffic Signal Control. - Lei Nie; Dandan Qi; Bingyi Liu; Peng Li 046; Haizhou Bao; Heng He (IEEE Trans. Consumer Electron., 2025)

Secure Federated Learning for Cloud-Fog Automation: Vulnerabilities, Challenges, Solutions, and Future Directions. - Zhuangzhuang Zhang; Libing Wu; Jiong Jin; Enshu Wang; Bingyi Liu; Qing-Long Han (IEEE Trans. Ind. Informatics, 2025)

MATLIT: MAT-Based Cooperative Reinforcement Learning for Urban Traffic Signal Control. - Bingyi Liu; Kaixiang Su; Enshu Wang; Weizhen Han; Libing Wu; Jianping Wang 001; Chunming Qiao (IEEE Trans. Intell. Transp. Syst., 2025)

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning. - Xinhai Yan; Libing Wu; Zhuangzhuang Zhang; Bingyi Liu; Lijuan Huo; Jing Wang (CoRR, 2025)

APC: Adaptive Platoon Control Scheme for Urban Traffic Signal Intersections. - Yijun Pu; Libing Wu; Zhuangzhuang Zhang; Xianjun Deng; Bingyi Liu; Enshu Wang; Shenghao Liu (IEEE Trans. Veh. Technol., 2025)

A novel hybrid macroscopic fundamental diagram-informed deep learning method for lane-level traffic prediction. - Ruiyuan Jiang; Shangbo Wang; Bingyi Liu; Yuli Zhang; Pengfei Fan; Dongyao Jia (Inf. Fusion, 2026)