马玉亮讲师
教育经历
2009.9-2013.7 东北大学信息科学与工程学院计算机科学与技术专业学士学位
2013.9-2020.1 东北大学计算机科学与工程学院计算机系统结构专业博士学位
工作经历
2016.4-2016.12 新加坡管理大学信息系统学院访问学者
2020.1-2022.7 东北大学工商管理学院博士后
2022.7至今东北大学信息科学与工程学院讲师
研究方向
能源互联网与智慧能源；时间序列数据分析；复杂网络建模与优化；大图数据管理
招收博士/硕士方向
欢迎自动化、控制理论、计算机科学、数学等专业学生报考硕士研究生。
项目
1. 数据中心不间断电源主动电网支撑关键技术联合研发，国家重点研发计划，2024YFE0209900，2025/01-2027/12，360万元 (校内第一负责人)
2. 基于复杂网络的时间序列分析方法研究，辽宁省自然科学基金联合基金（面上资助计划项目），2023-MSBA-080，2023/11-2025/11，8万元 (项目负责人)
3. 面向时间序列数据管理的图机器学习算法研究，基本科研业务费，N2304014，2023/01-2024/12，10万元 (项目负责人)
4. 时空社交网络中查询与分析处理关键技术研究，国家自然科学基金青年基金，62002054，2021/01-2023/12，24万元(项目负责人)
5. 时空社交网络中信息传播与控制机制的研究，中国博士后科学基金面上资助，2020M670780，2020/07-2021/12，8万元 (项目负责人)
学术成果
期刊论文：
1. Yuliang Ma, Yu Chen, Peng Wei, Ye Yuan, Guoren Wang, Zhong-Zhong Jiang. Many Hands Make Light Work: Group Influence Maximization in Evolving Social Networks. IEEE Trans. Big Data 11(4): 1600-1613 (2025)
2. Yuliang Ma, Jiayue Zong, Xiaoji Ren, Zhiyu Li, Kun Hao, Ye Yuan, Guoren Wang. Robust AI-Driven Arrhythmia Detection via Compressive Sensing and Lightweight CNN. IEEE Internet Things J. 12(20): 41318-41331 (2025)
3. Yuliang Ma, Zhong-Zhong Jiang, Mingyang Sun, Ye Yuan, Guoren Wang. Where Shall We Go: Point-of-Interest Group Recommendation with User Preference Embedding. IEEE Trans. Big Data 11(4): 1614-1627 (2025)
4. Yushan Guo(指导的本科生), Yuliang Ma*, Shizhuo Deng, Zhixin Lv, Xiangyu Wang. Industrial chain risk monitoring with explainable dynamic knowledge graph learning. Array, Volume 30,100796 (2026)
5. Yuliang Ma, Ye Yuan, Guoren Wang, Xin Bi, Zhongqing Wang and Yishu Wang. Rising Star Evaluation Based on Extreme Learning Machine in Geo-Social Networks. Cognitive Computation 12(1): 296-308. (2020)
6. Yuliang Ma, Ye Yuan, Guoren Wang, Xin Bi and Hongchao Qin. Trust-aware Personalized Route Query Using Extreme Learning Machine in Location-based Social Networks. Cognitive Computation 10(6): 965-979. (2018)
7.Yuliang Ma, Ningning Cui, Zhong-Zhong Jiang, Ye Yuan, Guoren Wang. Group homophily based facility location selection in geo-social networks. World Wide Web (WWW) 26(1): 33-53. (2023)
8. Yuliang Ma, Ye Yuan, Meng Liu, Guoren Wang, Yishu Wang. Graph Simulation on Large Scale Temporal Graphs. Geoinformatica 24(1): 199-220. (2020)
9. Yuliang Ma, Ye Yuan, Feida Zhu, Guoren Wang, Jing Xiao and Jianzong Wang. Who Should Be Invited to My Party: A Size-Constrained k-Core Problem in Social Networks. Journal of Computer Science and Technology, 2019, 34(1): 170-184. (2019)
10. Anbiao Wu, Ye Yuan, Yuliang Ma, Guoren Wang. A structure similarity based adaptive sampling method for time-dependent graph embedding. Knowledge-Based Systems 240: 108157 (2022)
会议论文：
1. Yuliang Ma, Qingbao Guo, Mingliang Ding, Hongren Luo. Emotion-Aware Multimodal Fusion for Rumor Detection on Social Media. In Proceedings of the 2025 IEEE International Conference on Parallel and Distributed Systems (ICPADS), pp. 1–10 (2025) (CCF C类会议)
2. Yuliang Ma, Ye Yuan, Yishu Wang, Guoren Wang, and Delong Ma, Pengjie Cui. Local Experts Finding across Multiple Social Networks. DASFAA 2019: 536-554.(CCF B类会议)
3. Yuliang Ma, Ye Yuan, Guoren Wang, Xin Bi and Yishu Wang. Personalized Geo-Social Group Queries in Location-Based Social Networks. DASFAA 2018: 388-405.(CCF B类会议)
4. Ye Yuan, Xiang Lian, Guoren Wang, Lei Chen, Yuliang Ma, Yishu Wang. Weight-Constrained Route Planning Over Time-Dependent Graphs. ICDE 2019: 914-925. (CCF A类会议)
5. Ye Yuan, Delong Ma, Zhenyu Wen, Yuliang Ma, Guoren Wang, Lei Chen. Efficient Graph Query Processing over Geo-Distributed Datacenters. SIGIR 2020: 619-628. (CCF A类会议)
6. Ye Yuan, Xiang Lian, Guoren Wang, Yuliang Ma, Yishu Wang. Constrained Shortest Path Query in a Large Time-Dependent Graph. Proc. VLDB 2019, 12(10): 1058-1070. (CCF A类会议)
专利：
1. 蒋忠中;马玉亮;王健;盛莹;何娜;秦绪伟;李曼宁.一种时空社交网络中用户联动行为模式检测方法,2022-11-08,中国,202211388571.8
2. 袁野;张义;马德龙;马玉亮.一种基于社区检测的频繁子图挖掘方法,2022-4-13,中国,CN202210382776.9
获奖
1.东北大学教师教学创新大赛一等奖，2025年
2. 沈阳市自然科学学术成果二等奖，2019年
学术兼职
1. 学术期刊Knowledge-Based Systems、Frontiers of Computer Science、Biomedical Signal Processing and Control审稿人
2. 中国计算机学会会员
3. 中国人工智能学会会员
联系方式
办公室：南湖校区信息楼333
电话：13555850621
邮箱：mayuliang@mail.neu.edu.cn
