1、基本信息
姓名：牛磊
办公地点：南湖综合楼8017
专业职称：副教授
博/硕导：硕士生导师
硕士生招生专业：计算机科学与技术 电子信息
邮箱：lniu@ccnu.edu.cn
2、个人简介
桂子青年学者，华中师范大学人工智能教育学部伍伦贡联合研究院副教授，伍伦贡联合研究院计算机专业方向学术负责人，澳大利亚伍伦贡大学计算机科学与技术专业博士。曾先后从事信息安全、人工智能等方向的研究。目前主要研究方向包括：教育智能体、智能体与多智能体系统、复杂环境下决策模型研究等。
3、研究方向
教育智能体、智能体与多智能体系统、复杂环境决策模型
4、科研项目
2020年主持国家自然科学基金青年项目，具有高协商共赢度的群协商动态信用网络技术的研究（62006090）
2020年主持中央高校基本科研业务费，智能体与多智能体系统技术的研究与应用，在研
2021参与国家自然科学基金面上项目，面向智能化作业辅导的图文混合题可理解机器解答研究（62177024）
5、学术活动
Publication Chair, IEEE International Conference on Agents (ICA 2024)
Publication Chair/Program Chair, IEEE International Conference on Intelligent Education and Intelligent Research (IEIR 2022, 2023, 2024)
Publication Chair & Local Chair, IEEE International Conference on Engineering, Technology, and Education (TALE 2021)
Local Chair, The 2021 2nd International Conference on Artificial Intelligence in Education Technology (AIET 2021)
Session Chair, The 17th International Conference on Web Information System Engineering (WISE 2017)
Guest Editor, Journal of Systems Science and Systems Engineering
Program Chair, IEEE International Conference on Engineering, Technology, and Education (TALE 2021)
Program Chair, The 4th International Workshop on Smart Simulation and Modelling for Complex Systems (SSMCS 2019) jointly with IJCAI 2019
Program Chair, Principle and Practice of Data and Knowledge Acquisition Workshop (PKAW 2020) jointly with IJCAI 2020
6、讲授课程
离散数学1（本科）、离散数学2（本科）、System Analysis and Project Management (硕士，全英文)、Security, Ethics and Professionalism (硕士，全英文)、Research Project (硕士，全英文)、Professional Capstone Project (硕士，全英文)、Service-Oriented Software Engineering (硕士，全英文)、Formal Methods, Specification in Software Engineering (硕士，全英文)
7、发表论文
L. Niu*, Q. Cai, K. Li, F. Ren, X. Yu, "A reputation-aided negotiation mechanism for multi-agent society based on blockchain", Engineering Applications of Artificial Intelligence, vol. 138, 109390, 2024 (SCI 1区)
K. Li, L. Niu*, F. Ren, X. Yu, "An Offer-Generating Strategy for Multiple Negotiations with Mixed Types of Issues and Issue Interdependency", Engineering Applications of Artificial Intelligence, vol. 136, part A, 108891, 2024. (SCI 1区)
M. Li, L. Niu*, “Exercise Recommendation with Preferences and Expectations Based on Ability Computation”, Computers, Materials & Continua, Vol. 77, No. 1, pp. 263-284, 2023. (SCI 3区)
L. Huang, X. Yu, L. Niu*, Z. Feng, “Solving Algebraic Problems with Geometry Diagrams Using Syntax-Semantics Diagram Understanding”, Computers, Materials & Continua, Vol. 77, No. 1, pp. 517-539, 2023. (SCI 3区)
J. Zhao, H. Zhu, L. Niu, “BiTNet:A Lightweight Object Detection Network for Realtime Classroom Behavior Recognition with Transformer and Bi-directional Pyramid Network”, Journal of King Saud University - Computer and Information Sciences, Vol. 35, No. 8, 101670, 2023. (SCI 2区)
J. Zhao, X. Wang, L. Niu, C. Gu, “Cooperation in collective risk dilemmas with endogenous heterogeneity: Nash equilibrium and evolutionary dynamics”, Chaos, Solitons & Fractals, Vol. 175, 114009, 2023. (SCI 1区)
L. Niu, L. Huang, J. Zhao, X. Yu, “A Multiple Negotiations Model Considering Interdependence Between Discrete Issues Across Negotiations”, Journal of Systems Science and Systems Engineering, 1-16, 2021.
J. Zhao, X. Wang, L. Niu，C. Gu, “Environmental Feedback and Cooperation in Climate Change Dilemma”, Applied Mathematics and Computation, 397:125963, 2021.
L. Niu and L. Huang, "An Optimized Course-Offering Approach Based on Multi-Agent Negotiation," 2021 IEEE International Conference on Engineering, Technology & Education (TALE), 2021, pp. 673-680, DOI: 10.1109/TALE52509.2021.9678628.
X. Liu and L. Niu*, "A Student Performance Predication Approach Based on Multi-Agent System and Deep Learning," 2021 IEEE International Conference on Engineering, Technology & Education (TALE), 2021, pp. 681-688. DOI: 10.1109/ TALE52509.2021.9678811.
Y. Wang, L. Niu and F. Ren, "A Multi-Agent-Based Approach for the Study of Student Behavior Dynamics in Peer Learning Environments," 2021 IEEE International Conference on Engineering, Technology & Education (TALE), 2021, pp. 689-694, doi: 10.1109/TALE52509.2021.9678935.
L. Niu, F. Ren, M. Zhang, “Feasible Negotiation Procedures for Multiple Interdependent Negotiations”, in Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), pp. 641-649, Stockholm, Sweden, Jul. 2018.
