姓名：蔡玉良
职称：副教授，硕士研究生导师
研究方向：人工智能、智能控制、最优控制、机器学习等
招生专业：运筹学与控制论、应用数学等
开设课程：
本科生：高等数学、数学分析、常微分方程等
研究生：运筹学选讲、智能控制等
电子邮箱：ylcaivv@163.com
主要成果：
1. 科研项目：
[1] 国家自然科学青年科学基金项目：“预设时间下异构多智能体系统的安全协同控制研究”，编号：62303202，在研，主持，2024.01.01—2026.12.31。
[2] 中国博士后科学基金面上资助：“网络攻击下异构多智能体系统的分布式安全协同控制研究”，编号：2024M753407，在研, 主持，2024.06.01—2025.12.31。
[3] 辽宁省博士科研启动基金项目：“受限信息下多智能体系统的编队控制研究”，编号：2023-BS-052，在研，主持，2023.01.01—2024.12.31。
[4] 辽宁省社会科学规划基金项目：“面向隐私保护的多智能体系统事件驱动优化算法研究”，编号：23C10140012，在研，主持，2023.04.01-2026.03.31。
[5] 辽宁省教育厅青年项目：“多源干扰下多智能体系统的分布式协同控制及应用研究”，编号：LJKQZ20222442，在研，主持，2023.01.01—2025.12.31。
[6] 辽宁大学青年科研基金项目：“事件驱动下异构多智能体系统的分布式故障容错协同控制研究”，在研，主持，2023.01.01—2023.12.31。
[7] 辽宁大学本科教学改革项目：“基于真实问题的高等数学弹性教学改革”，编号：JG2023ZSWT43，在研，主持，2024.01.0—2024.12.31。
2. 代表性论文：
截至目前，已在本领域权威期刊上发表 SCI 检索论文 60 余篇。以第一作者或通信作者发表论文 32 篇，其中 SCI期刊论文 26 篇，IEEE/ACM 汇刊 8 篇。发表 ESI 高被引论文 5 篇，其中 1 篇被评为“ESI 高被引论文，热点论文，中国百篇最具影响国际学术论文”。2024 年入选全球前 2%顶尖科学家榜单。荣获辽宁省和沈阳市自然科学学术成果奖各一项、辽宁省计算机学会学术年会优秀论文一等奖和二等奖各一项、辽宁省数学会学术年会优秀论文一等奖、东北大学优秀博士学位论文等。作为主编出版专著 1 部，受理国家发明专利 4 项。具体论文列表如下：
[1] Yuliang Cai, Huaguang Zhang, Yingchun Wang, Zhiyun Gao, Qiang He, Adaptive Bipartite Fixed-Time Time-Varying Output Formation-Containment Tracking of Heterogeneous Linear Multi-Agent Systems, IEEE Transactions on Neural Networks and Learning Systems, 2022.09. (SCI, IF: 14.2552), JCR 1区. (获得辽宁省计算机学会2022年学术年会优秀论文一等奖)
[2] Yuliang Cai, Huaguang Zhang, Zhiyun Gao, Liu Yang, Qiang He, Adaptive Bipartite Event-Triggered Time-Varying Output Formation Tracking of Heterogeneous Linear Multi-Agent Systems Under Signed Directed Graph, IEEE Transactions on Neural Networks and Learning Systems, 2023.10. (SCI, IF: 14.2552), JCR 1区.
[3] Yuliang Cai, Huaguang Zhang, Weihua Li, Yunfei Mu, Qiang He, Distributed Bipartite Adaptive Event-Triggered Fault-Tolerant Consensus Tracking for Linear Multi-Agent Systems under Actuator Faults, IEEE Transactions on Cybernetics, 2022.11. (SCI, IF: 19.1177), JCR 1区.
[4] Yuliang Cai, Huaguang Zhang, Hanguang Su, Juan Zhang, Qiang He, The Bipartite Edge-Based Event-Triggered Output Tracking of Heterogeneous Linear Multi-Agent Systems, IEEE Transactions on Cybernetics, 2023.02. (SCI, IF: 19.1177), JCR 1区.
[5] Yuliang Cai, Huaguang Zhang, Jie Duan, Juan Zhang, Distributed Bipartite Consensus of Linear Multiagent Systems Based on Event-Triggered Output Feedback Control Scheme, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021.11. (SCI, IF: 11.4713), JCR 1区. (ESI高被引论文，获得辽宁省计算机学会2022年学术年会优秀论文二等奖)
[6] Huaguang Zhang, Yuliang Cai, Yingchun Wang, Hanguang Su, Adaptive Bipartite Event-Triggered Output Consensus of Heterogeneous Linear Multiagent Systems Under Fixed and Switching Topologies, IEEE Transactions on Neural Networks and Learning Systems, 2020.11. (SCI, IF: 14.2552), JCR 1区.（导师一作本人二作，高被引论文，热点论文，中国百篇最具影响国际学术论文）
[7] Qiang He, Songyangjun Zhang, Yuliang Cai*, Wei Yuan, Lianbo Ma, Eeping Yu, A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges, ACM Computing Surveys, 2025, DOI: https://doi.org/10.1145/3716498. (SCI, IF: 23.8), JCR 1区.
[8] Qiang He, Xin Yan, Alireza Jolfaei, Amr Tolba, Keping Yu, Yu-Kai Fu, Yuliang Cai*. Influence maximization in sentiment propagation with multi-search particle swarm optimization algorithm, IEEE Transactions on Computational Social Systems, 2025, DOI: 10.1109/TCSS.2025.3528890. (SCI, IF: 4.547), JCR 1区.
[9] Yuliang Cai, Huaguang Zhang, Yingchun Wang, Juan Zhang, Qiang He, Fixed-Time Time-Varying Formation Tracking for Nonlinear Multi-Agent Systems under Event-Triggered Mechanism, Information Sciences, 2021.07. (SCI, IF: 8.2326), JCR 1区.
[10] Yuliang Cai, Huaguang Zhang, Juan Zhang, Wei Wang, Fixed-time leader-following/containment consensus for a class of nonlinear multi-agent systems, Information Sciences, 2021.05. (SCI, IF: 8.2326), JCR 1区.
[11] Yuliang Cai, Youtong Wang, Hanguang Su, Lianyan Fu, Qiang He, Bipartite leader-following consensus of linear multi-agent systems with unknown disturbances under directed graphs by double dynamic event-triggered mechanism, Applied Mathematics and Computation, 2025, DOI:10.1016/j.amc.2025.129347.(SCI, IF: 4.3972), JCR 1区.
[12] Yuliang Cai, Jing Dai, Huaguang Zhang, Yingchun Wang, Fixed-time leader-following/containment consensus of nonlinear multi-agent systems based on event-triggered mechanism, Applied Mathematics and Computation, 2021.05. (SCI, IF: 4.3972), JCR 1区.
[13] Yuliang Cai, Huaguang Zhang, Yang Liu, Qiang He, Distributed bipartite finite-time event-triggered output consensus for heterogeneous linear multi-agent systems under directed signed communication topology, Applied Mathematics and Computation, 2020.08. (SCI, IF: 4.3972), JCR 1区.
[14] Yuliang Cai, Huaguang Zhang, Juan Zhang, Qiang He, Distributed bipartite leader-following consensus of linear multi-agent systems with input time delay based on event-triggered transmission mechanism, ISA transactions, 2020.05. (SCI, IF: 5.9111), JCR 1区.
[15] Yuliang Cai, Huaguang Zhang, Kun Zhang, Yuling Liang, Distributed leader-following consensus of heterogeneous second-order time-varying nonlinear multi-agent systems under directed switching topology, Neurocomputing, 2019.01. (SCI, IF: 5.7787 ), JCR 1区.
[16] Yuliang Cai, Huaguang Zhang, Yuling Liang, Zhiyun Gao, Reduced-order observer-based robust leader-following control of heterogeneous discrete-time multi-agent systems with system uncertainties, Applied Intelligence, 2020.06. (SCI, IF: 5.0187), JCR 1区.
[17] Yuliang Cai, Huaguang Zhang, Qiang He, Jie Duan, A novel framework of fuzzy oblique decision tree construction for pattern classifification, Applied Intelligence, 2020.09. (SCI, IF: 5.0187), JCR 1区.
[18] Yuliang Cai, Yingchun Wang, Weihua Li, Shaoxin Sun, Chunyang Liu, Qiang, He, Distributed bipartite consensus of linear multi-agent systems based on periodic event-triggered mechanism, International Journal of Robust and Nonlinear Control, 2023.07. (SCI, IF: 3.8973), JCR 1区.
[19] Yuliang Cai, Huaguang Zhang, Qiang He, Weizhao Song, Fully Distributed Bipartite Leader-Following Consensus for Uncertain Linear Multi-Agent Systems with Event-Triggered Mechanism, International Journal of Robust and Nonlinear Control, 2021.03. (SCI, IF: 3.8973), JCR 1区.
[20] Yuliang Cai, Huaguang Zhang, Rui Yu, Qiang He, Fully distributed bipartite output consensus of heterogeneous linear multi-agent systems based on event-triggered transmission mechanism, International Journal of Robust and Nonlinear Control, 2020.05. (SCI, IF: 3.8973), JCR 1区.
[21] Yuliang Cai, Huaguang Zhang, Juan Zhang, Ruipeng Xi, Qiang He, Fully Distributed Bipartite Time-Varying Formation Control for Uncertain Linear Multi-Agent Systems under Event-Triggered Mechanism, International Journal of Robust and Nonlinear Control, 2021.07. (SCI, IF: 3.8973), JCR 1区.
[22] Yuliang Cai, Huaguang Zhang, Juan Zhang, Shaoxin Sun, Qiang He, Distributed Fault-Tolerant Output Regulation for Heterogeneous Linear Multi-Agent Systems Under Actuator Faults, Journal of the Franklin Institute, 2021.05. (SCI, IF: 4.2460), JCR 2区.
[23] Yuliang Cai, Huaguang Zhang, Zhiyun Gao, Shaoxin Sun, The distributed output consensus control of linear heterogeneous multi-agent systems based on event-triggered transmission mechanism under directed topology, Journal of the Franklin Institute, 2020.04. (SCI, IF: 4.2460), JCR 2区.
[24] Yuliang Cai, Huaguang Zhang, Shaoxin Sun, Xianchang Wang, Qiang He, Axiomatic fuzzy set theory-based fuzzy oblique decision tree with dynamic mining fuzzy rules, Neural Computing and Applications, 2020.08. (SCI, IF: 5.1018), JCR 2区.
[25] Yuliang Cai, Huaguang Zhang, Kun Zhang, Chong Liu, Fuzzy adaptive dynamic programming-based optimal leader-following consensus for heterogeneous nonlinear multi-agent systems, Neural Computing and Applications, 2020.07. (SCI, IF: 5.1018), JCR 2区.
[26] Yuliang Cai, Huaguang Zhang, Qiang He, Shaoxin Sun, New classification technique: fuzzy oblique decision tree, Transactions of the Institute of Measurement and Control, 2019.05. (SCI, IF: 2.1462), JCR 3区.
[27] Yuliang Cai, Qiang He, Jie Duan, Zhiyun Gao, Full-order observer-based output regulation for linear heterogeneous multi-agent systems under switching topology, Journal of Artificial Intelligence and Systems, 2019.
[28] 蔡玉良，吕春慧，何强等，基于强化学习的完全分布式事件驱动二分一致性算法，计算机科学，2024.09.
[29] 蔡玉良，吕春慧，马瑞诚，刘春洋，何强, 基于真实问题的高等数学教学改革, 创新教育研究, 2024.09.
专利与专著
[1] 何强, 蔡玉良, 赵奇, 王学毅, 滕月阳, 李超.《人工智能技术在医学领域的应用研究》, 朗文(美国)出版社, ISBN 979-8-88882-795-6, 2023. (专著)
[2] 蔡玉良, 何强, 付连艳, 刘生全, 范业田, 杨一浓, 赵新竹, 王强, 王友童. 一种基于事件触发的多机器人智能体系统二分一致性方法, 2023-10-26, 中国, CN202311405274.4 (专利)
[3] 蔡玉良, 何强, 马瑞诚, 高哲, 李建涛, 刘春洋, 吕春慧, 刘宇轩, 赵婧婧. 一种基于事件触发的多无人机智能体系统输出一致性方法, 2023-10-26, 中国, CN202311402323.9 (专利)
[4] 何强, 毕婷婷, 易秀双, 王兴伟, 蔡玉良, 赵奇, 滕月阳, 丁际文, 黄敏. 一种基层社会网格治理下负面信息影响力最小化的方法, 2023-5-24,中国, CN202310593527.9 (专利)
[5] 何强, 张晓燕, 易秀双, 王兴伟, 蔡玉良, 赵奇, 滕月阳, 孝大宇, 黄敏. 一种社会网络用户的信任影响力最大化方法, 2023-5-4, 中国, CN202310492468.6 (专利)
学术奖励
[1] 蔡玉良(1/5); 辽宁省数学会学术年会优秀论文一等奖, 辽宁省数学会, 自然科学, 2022. (蔡玉良; 张化光; 王迎春; 高志云; 何强)
[2] 蔡玉良(1/5); 辽宁省计算机学会学术年会优秀论文一等奖, 辽宁省计算机学会, 自然科学, 2022. (蔡玉良; 张化光; 王迎春; 高志云; 何强)
[3] 蔡玉良(1/4); 辽宁省计算机学会学术年会优秀论文二等奖, 辽宁省计算机学会, 自然科学, 2022. (蔡玉良; 张化光; 段洁; 张娟)
[4] 蔡玉良(1/5); 沈阳市自然科学学术成果奖二等奖, 沈阳市科学技术协会, 自然科学, 2024. (蔡玉良; 张化光; 王迎春; 高志云; 何强)
[5] 蔡玉良(1/1); 东北大学优秀博士学位论文, 2022.
[6] 蔡玉良(4/5); 辽宁省自然科学学术成果奖三等奖, 辽宁省自然科学学术成果奖评审委员会, 自然科学, 2023. (何强; 王兴伟; 黄敏; 蔡玉良; 马连博)
学术兼职
[1] 担任 Journal of Artificial Intelligence and Systems 、 Intelligent Control and System Engineering 、 Advances in Differential Equations and Control Processes、AI Insights 等多个期刊编委；
[2] 担任 Automatica、IEEE Transactions on Neural Networks and Learning Systems 、 IEEE Transactions on Cybernetics等多个国际知名期刊审稿人以及教育部学位中心学位论文评审专家等。
