1，主持综合业务网理论及关键技术国家重点实验室开放研究基金：工业物联网确定性免授权接入关键技术研究，2021-2022
2，主持国家自然科学基金：面向工业物联网超高可靠免授权接入的调度序列基础理论研究，2021-2024
3，主持南理工自主科研专项：面向工业互联网的融入干扰抵消技术的协议序列基础理论研究，2020-2022
4，主持国防科工委项目：宽带频谱分布式协同感知与认知抗干扰技术，2020-2021
5，主持综合业务网理论及关键技术国家重点实验室开放研究基金：基于协议序列的高可靠低延迟通信技术研究，2018-2019
6，主持南理工自主科研专项：基于协议序列的低功耗低时延接入技术研究，2018-2019
7，主持移动通信国家重点实验室开放课题：基于协议序列的认知无线电接入协议研究，2017-2018
8，主持国家自然科学基金：无反馈冲突信道的协议序列理论研究，2014-2016
9，主持教育部博士点基金：广义非压抑性序列理论研究，2014-2016
10，参与国家自然基金：基于方向调制的安全精准无线传输理论与方法研究，2018-2021
11，参与国家重点研发计划子课题：人机物融合的云计算架构平台—云网端资源动态发现与协同管理技术，2018-2021
12，参与国家自然基金：干扰协作多基站宽带无线网络容量和干扰管理研究，2013-2016
在SIAM Journal on Discrete Mathematics、Designs, Codes and Cryptography、Discrete Applied Mathematics、IEEE Transactions on Information Theory、IEEE Transactions on Communications、IEEE Transactions on Wireless Communications、IEEE Transactions on Vehicular Technology、IEEE Internet of Things Journal、IEEE Systems Journal等应用数学和信息工程类SCI期刊发表论文近50篇，其中第一作者SCI期刊论文19篇（一作累计影响因子100+）；在ISIT、ICC、GLOBECOM等知名国际会议发表论文近30篇；在中国科学、物联网学报、通信学报、电子与信息学报、计算机科学、计算机工程、高技术通讯等中文核心期刊发表论文近20篇。
节选期刊论文：
[45] A. Gong, Y. Zhang*, L. Deng, F. Liu, J. Li and F. Shu, Dynamic optimization of random access in deadline-constrained broadcasting, to appear in IEEE Transactions on Network Science and Engineering, January 2023.
[44] Y. Lin, J. Bao, Y. Zhang, J. Li, F. Shu, and L. Hanzo, Privacy-preserving joint edge association and power optimization for the Internet of vehicles via federated multi-agent reinforcement learning, to appear in IEEE Transactions on Vehicular Technology, December 2022.
[43] Y.-H. Lo, K. W. Shum, W. S. Wong and Y. Zhang, Corrections to “Multichannel conflict-avoiding codes of weights three and four”, to appear in IEEE Transactions on Information Theory, October 2022.
[42] S. Chu, J. Li, J. Wang, Z. Wang, M. Ding, Y. Zhang and W. Chen, Federated learning over wireless channels: Dynamic resource allocation and task scheduling, IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 4, pp. 1910-1924, December 2022.
[41] L. Chen, Y. Zhang, K. Wang, M. Zheng, J. Yu and W. Liang, Deterministic collision-resilient channel rendezvous: Theory and algorithm, IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 8967-8978, Nov. 2022.
[40] N. Peng, Y. Lin*, Y. Zhang*, and J. Li, AoI-aware joint spectrum and power allocation for Internet of vehicles: A trust region policy optimization based approach, IEEE Internet of Things Journal, vol. 9, no. 20, pp. 19916-19927, October 2022.
[39] J. Zhang, J. Li, Y. Zhang, Q. Wu, X. Wu, F. Shu, S. Jin, and W. Chen, Collaborative intelligent reflecting surface networks with multi-agent layered reinforcement learning, IEEE Journal of Selected Topics in Signal Processing, vol. 16, no. 3, pp. 532-545, 2022.
[38] Z. Yin, Y. Lin, Y. Zhang, Y. Qian, F. Shu, and J. Li, Collaborative multi-agent reinforcement learning aided resource allocation for UAV anti-jamming communication, to appear in IEEE Internet of Things Journal, March 2022.
[37] B. Shi, N. Chen, X. Zhu, Y. Qian, Y. Zhang, F. Shu and J. Wang, Impact of low-resolution ADC on DOA estimation performance for massive MIMO receive array, IEEE Systems Journal, vol. 16, no. 2, pp. 2635-2638, June 2022.
[36] Y. Lin, Y. Zhang*, J. Li, F. Shu*, and C. Li, Popularity-aware online task offloading for heterogeneous vehicular edge computing using contextual clustering of bandits, IEEE Internet of Things Journal, vol. 9, no. 7, pp. 5422-5433, April 2022.
[35] Y. Yu, L. Deng, Y. Zhang and Y.S. Han, Comparing delay-constrained ALOHA and CSMA: A learning-based low-complexity approximate approach, IEEE Open Journal of the Communications Society, vol. 2, pp. 1721-1735, 2021
[34] F. Liu, K. Shum, Y. Zhang and W. S. Wong, Schedule sequence design for broadcast in multi-channel ad hoc networks, IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 4767–4783, May 2021.
[33] T. Liang, Y. Lin, L. Shi, J. Li, Y. Zhang, Distributed vehicle tracking in WSN: a fully decentralized multi-agent reinforcement learning approach, IEEE Sensors Letters, vol. 5, no. 1, pp. 1-4, Jan. 2021.
[32] L. Deng, F. Liu, Y. Zhang and W. S. Wong, Delay-constrained topology-transparent distributed scheduling for MANETs, IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 1083-1088, Jan. 2021.
[31] F. Liu, K. Shum, Y. Zhang, and W. S. Wong, Sequence-based schemes for broadcast and unicast under frequency division duplex, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E104-A, no.2, pp.376-383, Feb. 2021.
[30] H.-L. Fu, Y.-H. Lo, W. S. Wong and Y. Zhang, The undirected optical indices of complete m-ary trees, Discrete Applied Mathematics, vol. 285, pp. 173-181, 2020.
[29] Y.-H. Lo, K. W. Shum, W. S. Wong and Y. Zhang, Multichannel conflict-avoiding codes of weights three and four, IEEE Transactions on Information Theory, vol. 67, no. 6, pp. 3557–3568, June 2021.
[28] Y. Zhang, Y. Chen, Y.-H. Lo and W. S. Wong, Achieving zero-packet-loss throughput 1 for a collision channel without feedback and with arbitrary time offsets, IEEE Transactions on Information Theory, vol. 66, no. 4, pp. 2269-2279, Apr. 2020.
[27] Y. Zhang, A. Gong, Y.-H. Lo, J. Li, F. Shu and W. S. Wong, Generalized p-persistent CSMA for asynchronous multiple-packet reception, IEEE Transactions on Communications, vol. 67, no. 10, pp. 6966-6979, Oct. 2019.
[26] W. Zhang, X. Feng, Y. Qi, F. Shu, Y. Zhang, Y. Wang, Towards a model of regional vessel near miss collision risk assessment for open waters based on AIS data. Journal of Navigation, April 2019.
[25] Y. Zhang, Y.-H. Lo, F. Shu, and J. Li, Achieving maximum reliability in deadline-constrained random access with multiple-packet reception, IEEE Transactions on Vehicular Technology, vol 68, no. 6, pp. 5997-6008, June 2019.
[24] Y. Zhang, Y.-H. Lo, L. Lu, F. Shu and W. S. Wong, Protocol sequences for asynchronous multiple access with physical-layer network coding, IEEE Wireless Communications Letters, vol. 8, no.4, pp. 980-983, Aug. 2019.
[23] G. Xia, F. Shu, Y. Zhang, X. Wang, S. Brink and J. Speidel, Antenna selection method of maximizing secrecy rate for green secure spatial modulation, IEEE Transactions on Green Communications and Networking, vol. 3, no. 2, pp. 288-301, June 2019.
[22] L. Gui, F. Xiao, Y. Zhang, F. Shu, J. Wei, and T. Val, DV-hop localization with protocol sequence based access, IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9972-9982, Oct. 2018.
[21] Y. Zhang, F. Guan and Y.-H. Lo, Coding-based slotted ALOHA for broadcasting multi-slot messages with delivery deadline, IEEE Transactions on Vehicular Technology, vol. 67, no. 8, pp. 7882-7886, Aug. 2018.
[20] Y. Zhang, F. Guan, Y.-H. Lo, F. Shu and J. Li, Optimal multichannel slotted ALOHA for deadline-constrained unicast systems, IEEE Systems Journal, vol. 13, no. 2, pp. 1308–1311, June 2019.
[19] Y. Zhang, Y.-H. Lo and W. S. Wong, On channel hopping sequences with full rendezvous diversity for cognitive radio networks, IEEE Wireless Communications Letters, vol. 7, no. 4, pp. 574-577, Aug. 2018.
[18] F. Shu, Y. Qin, T. Liu, L. Gui, Y. Zhang, J. Li and Z. Han, Low-complexity and high-resolution DOA estimation for hybrid analog and digital massive MIMO receive array, IEEE Transactions on Communications, vol. 66, no. 6, pp. 2487-2501, June 2018.
[17] Y. Zhang, M. Zhang, Y.-H. Lo and W. S. Wong, Protocol sequences with carrier sensing for wireless sensor networks, IEEE Internet of Things Journal, vol. 5, no. 2, pp. 905-916, Apr. 2018.
[16] X. Zhou, W. Cai, R. Chen, L. Gui, F. Shu, J. Lin, S. Zhang and Y. Zhang, Secrecy energy efficiency optimization for MISO SWIPT systems, Physical Communication, vol. 28, pp.19-27, Mar. 2018.
[15] Y. Chen, Y.-H. Lo, K. W. Shum, W. S.Wong, and Y. Zhang, CRT sequences with applications to collision channels allowing successive interference cancellation, IEEE Transactions on Information Theory, vol. 64, no. 4, pp. 2910-2923, Apr. 2018.
[14] Y. Zhang, Y.-H. Lo, K. W. Shum and W. S. Wong, New CRT protocol sequence set for a collision channel without feedback, Wireless Networks, vol. 25, no. 4, pp. 1697-1709, May 2019.
[13] J. Li, M. Liu, J. Lu, F. Shu, Y. Zhang, S. Bayat and D. K. Jayakody, On social-aware content caching for D2D-enabled cellular networks with matching theory, IEEE Internet of Things Journal, vol. 6, no. 1, pp. 297-310, Feb. 2019.
[12] Y. Qian, J. Li, Y. Zhang and D. K. Jayakody, Performance analysis of an opportunistic relaying protocol in power line communication systems, IEEE Systems Journal, vol. 12, no. 4, pp. 3865-3868, Dec. 2018.
[11] Y. Zhang, Y. Zhou, L. Gao, Y. Qian, J. Li and F. Shu, A blind adaptive tuning algorithm for reliable communication in IEEE 802.15.4 networks, IEEE Transactions on Vehicular Technology, vol. 66, no. 9, pp. 8605-8609, Sep. 2017.
[10] Y.-H. Lo, Y. Zhang, Y. Chen, W. S. Wong and H.-L. Fu, The global packing number for a fat-tree network, IEEE Transactions on Information Theory, vol. 63, no. 8, pp. 5327-5335, Aug. 2017.
[9] Y. Zhang, Y.-H. Lo and W. S. Wong, Completely irrepressible sequences for multiple-packet reception, IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6803-6809, Aug. 2016.
[8] Y. Zhang, Y.-H. Lo, W. S. Wong and F. Shu, Protocol sequences for the multiple-packet reception channel without feedback, IEEE Transactions on Communications, vol. 64, no. 4, pp. 1687-1698, Apr. 2016.
[7] Y. Zhang, Y.-H. Lo and W. S. Wong, Optimal strongly conflict-avoiding codes of even length and weight three, Designs, Codes and Cryptography, vol. 79, no. 2, pp. 367-382, May 2016.
[6] Y. Zhang, K. W. Shum, W. S. Wong and F. Shu, Binary sequences for multiple access collision channel: identication and synchronization, IEEE Transactions on Communications, vol. 62, no. 2, pp. 667-675, Feb. 2014.
[5] Y. Liang, F. Shu, Y. Zhang and J. Zhao, High-performance compensation scheme for frequency-dependent IQ imbalances in OFDM transmitter and receiver, Journal of Systems Engineering and Electronics, vol. 24, no. 2, pp. 204-208, Apr. 2013.
[4] Y. Zhang, K. W. Shum, and W. S. Wong, Strongly conflict-avoiding codes, SIAM Journal on Discrete Mathematics, vol. 25, issue 3, pp. 1035-1053, Jul. 2011.
[3] Y. Zhang, K. W. Shum, and W. S. Wong, Completely irrepressible sequences for the asynchronous collision channel without feedback, IEEE Transactions on Vehicular Technology, vol. 60, no. 4, pp. 1859-1866, May 2011.
[2] Y. Zhang, K. W. Shum, and W. S. Wong, On pairwise shift-invariant protocol sequences, IEEE Communications Letters, vol. 13, no. 6, pp. 453-455, Jun. 2009.
[1] Y. Zhang, P. Xu, Z. Zhang and G. Bi, Comments on throughput analysis of IEEE 802.15.4 slotted CSMA/CA considering timeout period, IEE Electronics Letters, vol. 42, no. 19, pp. 1127-1128, Sep. 2006.
节选会议论文：
[10] Y.-H. Lo, T.-L. Wong, Y. Zhang, Y.-C. Wang, K. Xu, Deterministic grant-free access based on the Chinese remainder theorem, ICC 2023, Rome, May 2023.
[9] Y. Tao, Y. Lin, Y. Zhang, J. Li and S. Fu, Multi-agent reinforcement learning for energy-efficiency edge association in Internet of Vehicles, GLOBECOM 2022, Rio de Janeiro, December 2022.
[8] D. Wu, L. Deng, Z. Liu, Y. Zhang and Y. S. Han, Reinforcement learning random access for delay-constrained heterogeneous wireless networks: A two-user case, GLOBECOM 2021, Dec. 2021.
[7] H. Zhang, Q. Li, Y. Zhang, Game theory based power allocation method for inter-satellite links in LEO/MEO two-layered satellite networks, ICCC 2021, Xiamen, July 2021.
[6] Y.-H. Lo, W.-W. Gu and Y. Zhang, New results on optimal multichannel conflict-avoiding codes of weight three, ISIT 2021, Melbourne, July 2021
[5] A. Gong, T. Zhang, H. Chen, and Y. Zhang, AoI based scheduling in multiuser wireless uplinks with stochastic arrivals: A POMDP approach, GLOBECOM2020, Taibei, Dec. 2020.
[4] Y. Yu, L. Deng, Y. Zhang, and Y. S. Han, Comparing delay-constrained ALOHA and CSMA: A learning-based low-complexity approximate approach, ICCA 2020, pp. 1-8, Japan, Sept. 2020.
[3] Y. Zhang, Y. Chen, Y.-H. Lo and W. S. Wong, The zero-error capacity of a collision channel with successive interference cancellation, ISIT 2017, pp. 1653-1657, Aachen, 2017.
[2] Y. Zhang, K. W. Shum, W. S. Wong and F. Shu, An energy-aware reliable deterministic broadcast protocol for wireless sensor networks, GLOBECOM 2014, pp. 1427-1432, Austin, 2014.
[1] Y. Zhang, Y.-H. Lo, F. Shu and W. S. Wong, Protocol sequences for multiple-packet reception: throughput invariance and user irrepressibility, ISIT 2014, pp. 1568-1572, Honolulu, 2014.
指导学生科研训练、毕业论文、竞赛多人次获得各级优秀，校级及以上如下。
17，2022年，国际会议ICCT2022优秀报告奖，李成冉，沈源，郭艺东，Deadline-Constrained Random Access in Cognitive Radio Networks with Multiple-Packet Reception
16，2022年，国家级科研训练，李成冉，沈源，郭艺东：时延受限移动自组织网络分布式协同决策（保研于清华大学、港中文-深圳、国防科技大学）
15，2022年，本科毕设校级优秀团队，张瑞祺：基于深度学习的视频与事件流跨模态双目深度估计方法（保研于南京大学）
14，2022年，本科毕设校级优秀并推荐省级优秀，朱奕雯：大规模能量收集网络信息年龄优化研究，毕设成果发表论文于《中国科学-信息科学》（保研于本校）
13，2021年，国家级科研训练，祁实，郑倩媛，周凯，面向UAV协同打击任务的分布式决策优化研究（保研于北理工、南京大学、东南大学）
12，2021年，本科毕设校级优秀、省级优秀，杨澳钦：基于MDP的无线传感网分布式信道接入技术研究，毕设成果发表论文于《物联网学报》，授权专利1项（保研于本校）
11，2021年，本科毕设校级优秀、省级优秀一等奖（全省电子信息工程专业唯一），俞汉清：无人飞行器集群网络的协同决策技术研究，毕设成果发表论文于《物联网学报》，授权专利1项（保研于电子科大）
10，2020年，国际会议ICCT2020优秀报告奖（获奖率4.5%），俞汉清，康雅洁，石泽，Design of Deterministic Grant-Free Access with Deep Reinforcement Learning
9，2020年，国家级科研训练结题优秀，康雅洁，俞汉清，石泽：基于深度学习的协议序列研究（保研于电子科大、浙江大学）
8，2020年，江苏省物理与实验科技作品创新竞赛二等奖（南理工研究生最好成绩），傅桂娥、徐圣楠：基于片外Flash编程加载的低成本低功耗无线快速充电SoC系统
7，2020年，本科毕设校级优秀团队并推荐省级优秀团队，黄煜梵：基于多智能体学习的车联网分布式频谱共享技术，毕设成果发表论文于《计算机工程》（保研于西安交通大学）
6，2020年，本科毕设校级优秀并推荐省级优秀，房婷：传输时限下的认知无线电网络动态频谱接入研究，毕设成果发表论文于《计算机科学》（保研于本校）
5，2020年，本科毕设校级优秀，张祺婧：MU-MIMO下协作CSMA退避算法研究（获得香港科技大学录取）
4，2019年，本科毕设校级优秀、省级优秀，宫傲宇：基于markov决策过程的异步CSMA优化研究，毕设成果发表论文于IEEE Trans. Comm.，授权专利2项（获得斯坦福大学录取）
3，2018年，国家级本科科研训练结题优秀，宫傲宇，徐达，张杰：基于异步MPR的无线局域网信道接入优化策略研究
2，2017年，本科科研训练校级优秀（全校10人），徐冰倩：基于认知无线电的动态频谱接入技术研究（保研于本校）
1，2014年，本科毕设校级优秀，李静雪：智能天线系统中的阵列信号处理相关技术研究（保研于东南大学）