1． Hongbin Liang, Lin X. Cai, Dijiang Huang, Xuemin (Sherman) Shen, Daiyuan Peng, “An SMDP-based Service Model for Interdomain Resource Allocation in Mobile Cloud Networks”, IEEE Transactions on Vehicular Technology, Vol 61, No 5, June 2012, pp. 2222-2232 (SCI: 000305576800023; EI: 20122615154988).
2． 梁宏斌，彭代渊，刘燕，“基于SMDP的动态云计算资源优化管理系统”，
软件学报，2012年23卷，第zk1期，pp. 25-37.
3． Hongbin Liang, Tianyi Xing, Lin X. Cai, Dijiang Huang, Daiyuan Peng, Yan Liu, “Adaptive Computing Resource Allocation for Mobile Cloud Computing”, Special Issue on "Mobile Sensing and Data Management for Sensor Networks” of
International Journal of Distributed Sensor Networks, Volume9，Issue 4，April 2013, Article ID 181426, 14 pages.
4． Chanzi Liu, Qingchun Chen, and Hongbin Liang, “Compressive Sensing Based Image Processing”，IEEE COMSOC MMTC E-Letter，Vol.9, No.1, January 2014，pp. 10-12.
5． Han Cai, Hongbin Liang* and Xiaohu Tang,“Constructions of Optimal Two-Dimensional Optical Orthogonal Codes via Generalized Cyclotomic Classes”, IEEE Transactions on Information Theory, Vol 61, No 1, Jan 2015, pp. 688 – 695.
6． Xintao Hong, Hongbin Liang* and Zengan Gao, “Adaptive Resource Allocation for Anti-money Laundering Based on SMDP”, Springer Lecture Notes in Computer Science, Vol 9204, 2015, pp.190-200
7． Wang Lian, Peng Daiyuan, Liang Hongbin*, "Efficient Priority Packet Recovery Based on Network Coding in DVB-IPDC System", China Communications, ISSN1673-5447, CN11-5439/NT, July 2015, Vol.12, No.7, pp. 167-178 (SCI: 000358527700015) .
8． Xue Yang, Rongxing Lu, Hongbin Liang, Xiaohu Tang，“SFPM: A Secure and Fine-Grained Privacy-Preserving Matching Protocol for Mobile Social Networking”，Big Data Research，ISSN: 2214-5796，Nov 2015.
9． 孙艳，彭代渊，梁宏斌，“基于不完美频谱感知的认知Femtocells资源分配算法研究”，成都信息工程大学学报，第31卷，第1期，2016年2月，pp. 35 – 41
10． Xintao Hong, Hongbin Liang*, Zengan Gao and Hongwei Li, “An Adaptive Resource Allocation Model in Anti-Money Laundering System”,
Peer-to-Peer Networking and Applications, Springer, DOI: 10.1007/s12083-016-0430-y, March 2017, Volume 10, Issue 2, pp. 315–331. (SCI：000393059200004, Impact Factor: 2.397)
11． Jie Tang, Hong Wen✉, Lin Hu, Huanhuan Song, Gaoyuan Zhang, Fei Pan, Hongbin Liang✉, “Associating MIMO Beamforming with Security Codes to Achieve Unconditional Communication Security”, IET Communications, August 2016, DOI: 10.1049/iet-com.2016.0039, pp. 1522–1531.
12． Hongyu Han, Daiyuan Peng, Udaya Parampalli, Zheng Ma, Hongbin Liang, “Construction of low-hit-zone frequency hopping sequences with optimal partial Hamming correlation by interleaving techniques”, Designs Codes and Cryptography, Sep 2017, DOI: 10.1007/s10623-016-0274-8, pp. 401–414.
13． Limengnan Zhou, Daiyuan Peng, Hongbin Liang✉, ChangyuanWang, Zheng Ma, “
Constructions of optimal low-hit-zone frequency hopping sequence sets”, Designs Codes and Cryptography, Nov 2017, Volume 85，Issue 2， DOI: 10.1007/s10623-016-0299-z, pp. 219-232.
14． Chanzi Liu, Qingchun Chen, Hongbin Liang and Hengchao Li, “Digital Watermarking Processing Technique Based on Overcomplete Dictionary”, International Journal of Pattern Recognition and Artificial Intelligence, December 2016, Vol. 30, No. 10, 2016, DOI: 10.1142/S0218001416580027, 1658002 (30 pages).
15． Limengnan Zhou✉, Daiyuan Peng, Hongbin Liang✉, ChangyuanWang, Hongyu Han, “Generalized methods to construct low-hit-zone frequency-hopping sequence sets and optimal constructions”, Cryptography and Communications - Discrete Structures, Boolean Functions and Sequences, November 2017, Volume 9，Issue 6，DOI 10.1007/s12095-017-0211-3, pp. 707-728.
16． Wang Lian1,2 , Peng Daiyuan1, Liang Hongbin3,4，“Global optimum encoding packet selection mechanism based on opportunistic network coding for wireless network retransmission”， The Journal of China Universities of Posts and Telecommunications，February 2017, 24(1)，pp. 47–59.
17． M. S. Li, L. Zhao, and H. B. Liang*, “An SMDP-based prioritized channel allocation scheme in cognitive enabled vehicular ad hoc networks”, IEEE Transactions on Vehicular Technology, Vol 66, No 9, Sep 2017, pp. 7925-7933.
18． Da Yang, Xiaoping Qiu, Lina Ma, Danhong Wu, Liling Zhu, Hongbin Liang*, “Cellular Automata–Based Modeling and Simulation of a Mixed Traffic Flow of Manual and Automated Vehicles”, Transportation Research Record: Journal of the Transportation Research Board, No. 2622, 2017, pp. 105–116. 2017.
19． Hongyu Han, Sheng Zhang and Hongbin Liang, “Non-parametric variable step-size diffusion LMS algorithm over adaptive networks”, Electronics Letters, 8th June, 2017, Vol. 53, No. 12, pp. 768–769.
20． 朱慧，彭代渊，唐雪琴，梁宏斌，“一种基于聚类与分割技术的连续数据发布隐私保护方案”，信息安全研究，第3卷，第10期，2017年10月，pp. 893 - 901
21． Ling Xiong, Daiyuan Peng, Tu Peng, Hongbin Liang*, and Zhicai Liu, “A Lightweight Anonymous Authentication Protocol with Perfect Forward Secrecy for Wireless Sensor Networks”, Sensors, 2017, Vol.17, Issue 11, 2681; doi:10.3390/s17112681, pp. 1-28
22． Ling Xiong, Daiyuan Peng, Tu Peng and Hongbin Liang*, “An Enhanced Privacy-Aware Authentication Scheme for Distributed Mobile Cloud Computing Services”, KSII Transactions on Internet and Information Systems, Vol. 11, No. 12, December 2017, pp. 6169–6187.
23． 刘帆洨，彭其渊，梁宏斌，傅志坚，张斌，“基于PCA-聚类分析的高铁旅客购票行为特性研究”，交通运输系统工程与信息，第17卷第6期，2017年12月，pp. 126 – 132.
24． Limengnan Zhou, Daiyuan Peng, Hongyu Han, Hongbin Liang* and Zheng Ma, “Construction of Optimal Low-Hit-Zone Frequency Hopping Sequence Sets under Periodic Partial Hamming Correlation”, Advances in Mathematics of Communications, Volume 12, No. 1, 2018, pp. 67-79.
25． 刘帆洨，彭其渊，梁宏斌*，杨奎，“铁路客运票额预售控制决策模型研究”, 铁道学报，第40卷第1期，2018年1月，pp. 17 – 23.
26． 熊玲, 彭代渊, 彭图，梁宏斌*，“一种高效的移动云服务环境下隐私保护认证协议”，西南交通大学学报，第54卷，第1期，2019年2月，pp. 202 - 210.
27． 王练，梁申虎，陈巧，彭代渊，梁宏斌，“中继协作多播网络中基于最小集合覆盖的编码重传方案”，电子学报，第46卷，第1期，2018年1月，pp. 1 - 7. (EI检索号: 20182005205719)
28． Qizhen Li, Lianwen Zhao, Jie Gao, Hongbin Liang*, Lian Zhao and Xiaohu Tang, “SMDP-based Coordinated Virtual Machine Allocations in Cloud-fog Computing Systems”, IEEE Internet of Things Journal, Volume 5, Issue 3, June 2018, pp. 1977-1988.
29． Zhi-Cai Liu, Ling Xiong, Tu Peng, Dai-Yuan Peng, and Hong-Bin Liang，“A Realistic Distributed Conditional Privacy- Preserving Authentication Scheme for Vehicular Ad Hoc Networks”，IEEE Access, Digital Object Identifier 10.1109/ACCESS.2018.2834224, Vol 6, June, 2018, pp. 26307 - 26317.
30． Hui Zhu, Hong-Bin Liang*, Lian Zhao, Dai-Yuan Peng, Ling Xiong, “τ-Safe (l, k)-Diversity Privacy Model for Sequential Publication With High Utility”, IEEE Access, vol. 7, Issue. 1, pp. 687-701, 2019, Digital Object Identifier: 10.1109/ACCESS.2018.2885618.
31． Qizhen Li, Jie Gao, Hongbin Liang*, Lian Zhao and Xiaohu Tang, “Optimal Power Allocation for Wireless Sensor Powered by Dedicated RF Energy Source”, IEEE Transactions on Vehicular Technology, Vol 68, No 3, March 2019, pp. 2791-2801.
32． LING XIONG, TU PENG, DAI-YUAN PENG, HONG-BIN LIANG AND ZHI-CAI LIU, “An Efficient Privacy-Aware Authentication Scheme for Distributed Mobile Cloud Computing Services without Bilinear Pairings”, JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, Vol 35, 2019, pp. 341 – 360.
33． Hongbin Liang* , Xiaohui Zhang, Jin Zhang, Qizhen Li, Shuya Zhou and Lian Zhao, “A Novel Adaptive Resource Allocation Model Based on SMDP and Reinforcement Learning Algorithm in Vehicular Cloud System”, IEEE Transactions on Vehicular Technology, Vol 68, No 10, Oct 2019, pp. 10018-10029.
34． 马德明，梁宏斌，“基于时空混合残差网络的事故黑点预测研究”，交通运输工程与信息学报，第18卷，第4期，2020 年12 月，pp. 68 – 75.
35． Hongbin Liang* , Xiaohui Zhang, Xintao Hong, Zongyuan Zhang, Mushu Li, Guangdi Hu and Fen Hou, “Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles”, IEEE Transactions on Industrial Informatics, Digital Object Identifier 10.1109/TII.2020.3019386, Vol 17, No 7, July 2021, pp. 4957-4967.
36． Hongbin Liang, Shuya Zhou, Xiaobo Liu*, Fangfang Zheng, Xintao Hong, Xuemei Zhou and Lian Zhao, “A Dynamic Resource Allocation Model Based on SMDP and DRL Algorithm for Truck Platoon in Vehicle Network”, IEEE Internet of Things Journal, Vol 9, No. 12, June 15, 2022. DOI: 10.1109/JIOT.2021.3123811, pp. 10295-10305.
37． 洪治潮，张锦，孙文杰，申皓，赵钢，梁宏斌，“区块链背景下的中欧班列网络配流研究”，交通运输系统工程与信息，第23卷，第4期，2023 年 8 月，pp. 270–281.
38． Yi Gong, Hongbin Liang*, Lei Wang, and Yiting Yao, "Anonymous credentials for the internet of vehicles," Peer-to-Peer Networking and Applications, Vol. 17, Issue. 2, Mar 2024. DOI: 10.1007/s12083-024-01645-7, pp. 871-880.
39． Han Zhang, Hongbin Liang*, Lei Wang, Yiting Yao, Bin Lin, and Dongmei Zhao, "Joint resource allocation and security redundancy for autonomous driving based on deep reinforcement learning algorithm," IET Intelligent Transport Systems, Vol. 18, No. 6, Jun 2024, pp. 1109-1120. DOI: 10.1049/itr2.12489.
40． Lei Wang, Hongbin Liang* and Dongmei Zhao, "Deep Reinforcement Learning-Based Computation Offloading and Power Allocation Within Dynamic Platoon Network", IEEE Internet of Things Journal, Vol. 11, No. 6, pp. 10500-10512, March 2024, DOI: 10.1109/JIOT.2023.3327712.
41． Guotao Mao, Hongbin Liang*, Yiting Yao, Lei Wang and Han Zhang, "Split-and-Shuffle Detector for Real-time Traffic Object Detection in Aerial Image", IEEE Internet of Things Journal, Vol. 11, No. 8, pp. 13312-13326, Apr 2024, DOI: 10.1109/JIOT.2023.3334742.
42． Han Zhang, Hongbin Liang*, Xintao Hong, Yiting Yao, Bin Lin, and Dongmei Zhao, "DRL-Based Resource Allocation Game With Influence of Review Information for Vehicular Edge Computing Systems", IEEE Transactions on Vehicular Technology, Vol. 73, No. 7, pp. 9591-9603, July 2024, DOI: 10.1109/TVT.2024.3367657.
43． Lei Wang, Hongbin Liang*, Guotao Mao, Dongmei Zhao, Qian Liu, Yiting Yao, and Han Zhang, "Resource Allocation for Dynamic Platoon Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Method", IEEE Transactions on Vehicular Technology, Vol. 73, No. 10, pp. 15609-15620, October 2024, DOI: 10.1109/TVT.2024.3414447.
44． Lei Wang, Hongbin Liang, Yanmei Tang*, Guotao Mao, Han Zhang, and Dongmei Zhao, "DRL-Based Joint Resource Allocation and Platoon Control Optimization for UAV-Hosted Platoon Digital Twin", IEEE Internet of Things Journal, Vol. 11, No. 22, pp. 37114-37126, Nov 2024, DOI: 10.1109/JIOT.2024.3439576.
45． Zhichao Hong, Hao Shen, Wenjie Sun, Jin Zhang, Hongbin Liang, and Gang Zhao, " Research on the Location-Routing Optimization of International Freight Trains Considering the Implementation of Blockchain," Mathematics, Vol. 12, Issue. 23, pp. 1-23, Dec 2024, Article Number: 3797. DOI:10.3390/math12233797.
46． Xintao Hong, Hongbin Liang*, Han Zhang, Xiaohu Tang, Lian Zhao, “
Enhanced DRL Strategy for Distributed Edge Computing in Vehicular Networks”,
IEEE Network, DOI: 10.1109/MNET.2024.3449288, May 2025, Volume 39, Issue 3, pp. 249–256.
47． Liang Hongbin, Zhang Han, Ale Laha*, Hong Xintao, Wang Lei, Jia Qiong, Zhao Dongmei, "Joint Task Partitioning and Resource Allocation in RAV-Enabled Vehicular Edge Computing Based on Deep Reinforcement Learning," IEEE Internet of Things Journal, vol. 12, no. 11, pp. 15453-15466, 1 June, 2025, doi: 10.1109/JIOT.2025.3527929.
48． Liu Qian, Liang Hongbin*, Mao Guotao, Cai Lin X, Yao Yiting, Hong, Xintao, "Traffic Flow Prediction Based on Multichannel Input of Spiking Neural P Systems," IEEE Internet of Things Journal, vol. 12, no. 18, pp. 38772-38782, 15 Sept, 2025, doi: 10.1109/JIOT.2025.3587816.
49． Mao, Guotao, Liang Hongbin*, Yao Yiting, Wang Lei, Zhang Ning, "ESPPNet: An Efficient Progressive Spatial Pyramid Pooling Network for Real-Time Traffic Object Detection," IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 14048-14061, May 2025, doi: 10.1109/TASE.2025.3558929.
50. Zhang, Han, Liang Hongbin*, Ale Laha, Mao Guotao, Hong Xintao, Jia, Qiong, Zhao Dongmei, "Attention-Based Deep Reinforcement Learning for Joint Trajectory Planning and Task Offloading in AAV-Assisted Vehicular Edge Computing," IEEE Transactions on Vehicular Technology, Vol. 75, No. 2, pp. 2209-2223, February 2026, DOI: 10.1109/TVT.2025.3602016.
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1. 国家自然科学基金面上项目：面向空天地一体化云边端协同网络的通感融合资源智能管理。
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