亓亮教师简介

一、个人基本情况

亓亮，男，副教授，博士

二、学习、工作经历

2021.1——至今  山东科技大大学     计算机科学与工程学院   副教授

2018.3-2020.12   山东科技大大学     计算机科学与工程学院   讲师

三、学术兼职

·         国际期刊、国际会议副主编：

§  IEEE Transactions on Intelligent Transportation Systems (中科院一区，Top期刊，影响因子：9.551)

§  IEEE SMC 2022、2023 (CCF C类国际会议)

·         国家自然科学基金评审专家

·         国际期刊审稿人：

§  IEEE Transactions on Intelligent Transportation Systems (Active reviewer, 170 reviews in 11 years)

§  IEEE Intelligent Transportation Systems Magazine

§  IEEE Transactions on Systems, Man, and Cybernetics: Systems

§  IEEE Transactions on Automation Science and Engineering

§  IEEE Transactions on Emerging Topics in Computational Intelligence

§  IEEE/CAA Journal of Automatica Sinica

§  IEEE Internet of Things Journal

§  IEEE Systems Journal

§  Information Science

§  Journal of Advanced Transportation

§  Research in Transportation Business & Management

§  Urban, Planning and Transport Research

§  International Journal of Sustainable Transportation

§  Advances in Civil Engineering

·         国际会议程序委员会委员:

§  2021 International Conference on Cyber-physical Social Intelligence (CSI), Beijing, China, December 18-20, 2021;

§  2018 International Conference on Networking, Sensing, and Control (ICNSC 2018), Zhuhai, China, March 27-29, 2018;

§  2017 International Conference on Modeling, Simulation, and Control of Discrete Event Systems (ICMSC of DES 2017), Yilan, Taiwan, China, March 13-17, 2017.

·         国际会议Session chair：

§  2022 the 5th International Conference on Intelligent Autonomous Systems (ICoIAS 2022), Dalian China, July 15-17, 2022;

§  2021 International Conference on Cyber-physical Social Intelligence (CSI), Beijing, China, December 18-20, 2021;

§  2020 International Conference on International Conference on Big Data Technologies (ICBDT 2020), Qingdao, China, September 18-20, 2020;

§  2018 International Conference on Networking, Sensing, and Control (ICNSC 2018), Zhuhai, China, March 27-29, 2018.

·         学术委员/会员

§  中国自动化学会网络信息服务专委会委员

§  中国自动化学会会员

§  中国人工智能学会会员

§  中国计算机学会会员

§  IEEE会员

§  IEEE System, Man, and Cybernetics (SMC) Society会员

§  IEEE Intelligent Transportation Systems Society (ITSS) 会员

四、研究方向

Petri网理论与应用、计算智能理论与方法、机器学习、智能交通系统、智能制造

五、研究生招生专业

计算机科学与技术、电子信息

六、主要业绩

1.        2022.12 干散货码头全流程自动化及智能管控关键技术研究与应用, 青岛市科技进步二等奖（8/10）

2.        2022.11 干散货码头全流程自动化及智能管控关键技术研究与应用, 中国港口协会科技进步特等奖（11/15）

3.        2018.9 全自动化集装箱码头智能指挥控制系统, 中国物流与采购联合会科技进步一等奖（4/5）

4.        2021.7 山东科技大学优秀教师

5.        2018.4 第15届网络、感知与控制国际会议最优论文提名奖

6.        2017.4 上海市优秀毕业生

七、近期主持的主要科研项目

1.        国家自然科学基金委员会, 青年科学基金项目, 61903229, 面向城市交通突发事件的交通信号应急控制策略研究, 2020-01-01 至 2022-12-31, 25万元, 资助期满, 主持

2.        山东省科技厅, 山东省自然科学基金项目, ZR2019BF004, 面向城市突发事件的智能交通信号灯协同控制的Petri网模型与策略研究, 2019-07-01 至 2022-6-31, 10万元, 结题, 主持

3.        国家自然科学基金委员会, 面上项目, 62072288, 复杂属性网络的多视角表示学习关键技术研究,2021-01-01 至 2024-12-31, 56万元, 在研, 参与

4.        国家自然科学基金委员会, 面上项目, 62072287, 海洋环境下声光电协同网络关键问题研究, 2021-01-01 至 2024-12-31, 56万元, 在研, 参与

5.        国家自然科学基金委员会, 面上项目, 61973180, 聚合服务模式下面向多流程协同的云制造服务流程定制理论与方法, 2020-01-01 至 2023-12-31, 51万元, 在研, 参与

八、代表作

发表学术论文140余篇，其中，IEEE汇刊论文25篇, 谷歌学术被引次数2200+、H指数25。部分代表性学术论文如下：

1.        Yue Su, Liang Qi*, and MengChu Zhou, “A Backward Algorithm to Determin the Existence of Legal Firing Sequences in Ordinary Petri Nets,” IEEE Robotics and Automation Letters (Accepted, 2023).

2.        Liang Qi, Yue Su, MengChu Zhou, and Abdullah Abusorrah, “A State-equation-based Backward Approach to a Legal Firing Sequence Existence Problem in Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems (Accepted, 2023).

3.        XiWang Guo, Tingting Wei, Jiacun Wang, Shixin Liu, Shujin Qin, and Liang Qi, "Multi-objective U-shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and An Efficient Solution," IEEE Transactions on Computational Social Systems (Accepted, 2023).

4.        Shujin Qin, Jiawei Li, Jiacun Wang, Xiwang Guo, Shixin Liu, and Liang Qi, "A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers with Government Benefits", IEEE Transactions on Computational Social Systems (Accepted, 2023).

5.        XiWang Guo, ZhiWei Zhang, Liang Qi*, ShiXin Liu, Ying Tan, and ZiYan Zhao, “Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2021.3133601, 2021.

6.        HongWei Sun, Wei Liu*, Liang Qi*, XiaoJun Ren, and YuYue Du, “An Algorithm for Mining Indirect Dependencies From Loop-Choice-Driven Loop Structure via Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2021.3126473, 2021.

7.        YingJun Ji, ShiXin Liu, MengChu Zhou, ZiYan Zhao, XiWang Guo, and Liang Qi, “A Machine Learning and Genetic Algorithm-based Method for Predicting Width Deviation of Hot-rolled Strip in Steel Production Systems,” Information Science, DOI: 10.1016/j.ins.2021.12.063, 2021.

8.        YaPing Fu, MengChu Zhou, XiWang Guo, Liang Qi, and Khaled Sedraoui, “Multiverse Optimization Algorithm for Stochastic Biobjective Disassembly Sequence Planning Subject to Operation Failures,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2021.3049323, 2021.

9.        Nan Yang, ZeYu Zheng, MengChu Zhou, XiWang Guo, Liang Qi, and TianRan Wang, “A Domain-guided Noise-optimization-based Inversion Method for Facial Image Manipulation,” IEEE Transactions on Image Processing, vol. 30, pp. 6198-6211, June 22, 2021.

10.     Jia Wang, MengChu Zhou, XiWang Guo, Liang Qi, and Xu Wang, “A Markov Regime Switching Model for Asset Pricing and Ambiguity Measurement of Stock Market,” Neurocomputing, vol. 435, pp. 283-294, May 2021.

11.     Nan Yang, MengChu Zhou, BingJie Xia, XiWang Guo, and Liang Qi, “Inversion Based on a Detached Dual-Channel Domain Method for StyleGAN2 Embedding,” IEEE Signal Processing Letters, vol. 28, pp. 553-557, Mar. 2021.

12.     ZhongYing Zhao, Hui Zhou, Liang Qi, Liang Chang, and MengChu Zhou, “Inductive Representation Learning via CNN for Partially-unseen Attributed Networks,” IEEE Transactions on Network Science and Engineering, vol. 8, no. 1, pp. 695-706, Jan. 2021.

13.     HongWei Sun, Wei Liu, Liang Qi, YuYue Du, XiaoJun Ren, and XinYing Liu, “A Process Mining Algorithm to Mixed Multiple-concurrency Short-loop Structures,” Information Sciences, vol. 542, pp. 453-475, Jan. 2021.

14.     YaPing Fu, MengChu Zhou, XiWang Guo, and Liang Qi, “Stochastic Multi-objective Integrated Disassembly-reprocessing-reassembly Scheduling via Fruit Fly Optimization Algorithm,” Journal of Cleaner Production, vol. 278, Jan. 2021.

15.     Yaping Fu, MengChu Zhou, Xiwang Guo, and Liang Qi, “Scheduling Dual-Objective Stochastic Hybrid Flow Shop With Deteriorating Jobs via Bi-Population Evolutionary Algorithm,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 12, pp. 5037-5048, Dec. 2020.

16.     TianJi Yang, ZeYu Zheng, and Liang Qi, “A method for degradation prediction based on Hidden semi-Markov models with mixture of Kernels,” Computers in Industry, vol. 122, Nov. 2020.

17.     Yuanyuan Tan, MengChu Zhou, Yuan Zhang, XiWang Guo, Liang Qi, and YanHong Wang, “Hybrid Scatter Search Algorithm for Optimal and Energy-Efficient Steelmaking-Continuous Casting,” IEEE Transactions on Automation Science and Engineering, vol. 17, no. 4, pp. 1814-1828, Oct. 2020.

18.     Ke Zhang, YuKun Su, XiWang Guo, Liang Qi, ZhenBing Zhao, “MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism,” IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 9, pp. 1614-1626, Sep. 2020.

19.     ZhenYu Huang, Jian Zhao, Liang Qi*, ZhengZhong Gao*, and Hua Duan*, “Comprehensive learning cuckoo search with chaos-lambda method for solving economic dispatch problems,” Applied Intelligence, vol. 50, no. 9, pp. 2779-2799, July 2020.

20.     Xu Wang, MengChu Zhou, QiuHong Zhao, ShiXin Liu, XiWang Guo, and Liang Qi, “A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard,” IEEE Transactions on Automation Science and Engineering, vol. 18, no. 3, pp. 1122-1133, June 2020.

21.     XiWang Guo, MengChu Zhou*, ShiXin Liu, and Liang Qi*, “Multi-resource Constrained Selective Disassembly with Maximal Profit and Minimal Energy Consumption,” IEEE Transactions on Automation Science and Engineering, vol. 18, no. 2, pp. 804-816, June 2020.

22.     Jia Wang, MengChu Zhou, Xiu Jin, XiWang Guo, Liang Qi, and Xu Wang, “Variance Minimization Hedging Analysis Based on a Time-Varying Markovian DCC-GARCH Model,” IEEE Transactions on Automation Science and Engineering, vol. 17, no. 2, pp. 621- 632, Apr. 2020.

23.     YuanXiu Teng, Liang Qi*, and YuYue Du, “A Logic Petri Net-Based Repair Method of Process Models with Incomplete Choice and Concurrent Structures,” Computing and Informatics, vol. 39, no. 1-2, pp. 264-297, Feb. 2020.

24.     Liang Qi, WenJing Luan, Xiaoyu Sean Lu, and XiWang Guo, “Shared P-Type Logic Petri Net Composition and Property Analysis: A Vector Computational Method,” IEEE Access, vol. 8, pp. 36386-36397, Feb. 2020.

25.     ZiYan Zhao, ShiXin Liu, MengChu Zhou, XiWang Guo, and Liang Qi, “Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems,” IEEE Transactions on Automation Science and Engineering, vol. 17, no. 3, pp. 1376-1387, Dec. 2019.

26.     WenJing Luan, Liang Qi*, ZhongYing Zhao, JianXin Liu, and YuYue Du, “Logic Petri Net Synthesis for Cooperative Systems,” IEEE Access, vol. 7, pp. 161937-161948, Nov. 2019.

27.     Lu Wang, YuYue Du, and Liang Qi, “Efficient Deviation Detection Between a Process Model and Event Logs,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1352-1364, Sep. 2019.

28.     Jing Sha, YuYue Du, and Liang Qi, “A User Requirement Oriented Web Service Discovery Approach based on Logic and Threshold Petri Net,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1528-1542, Sep. 2019.

29.     Fuxin Zhang, Mengchu Zhou, Liang Qi, Yuyue Du, and Haichun Sun, “A Game Theoretic Approach for Distributed and Coordinated Channel Access Control in Cooperative Vehicle Safety Systems,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 6, pp. 2297-2309, May 2019.

30.     Xiwang Guo, Mengchu Zhou, Shixin Liu, and Liang Qi, “Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints,” IEEE Transactions on Cybernetics, vol. 50, no. 7, pp. 3307-3317, Mar. 2019.

31.     Xiaoyu Sean Lu, MengChu Zhou, Liang Qi, and Haoyue Liu, “Clustering-Algorithm-Based Rare-Event Evolution Analysis via Social Media Data,” IEEE Transactions on Computational Social Systems, vol. 6, no. 2, pp. 301-310, Mar. 2019.

32.     Yuanyuan Tan, MengChu Zhou, Yingying Wang, Xiwang Guo, and Liang Qi, “A Hybrid MIP-CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes,” IEEE Transactions on Automation Science and Engineering, vol. 16, no. 4, pp. 1860-1869, Mar. 2019.

33.     Jia Wang, MengChu Zhou, Xiwang Guo, and Liang Qi, “Multiperiod Asset Allocation Considering Dynamic Loss Aversion Behavior of Investors,” IEEE Transactions on Computational Social Systems, vol. 6, no. 1, pp. 73-81, Dec. 2018.

34.     Liang Qi, Mengchu Zhou, and Wenjing Luan, “A Dynamic Road Incident Information Delivery Strategy to Reduce Urban Traffic Congestion,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 5, pp. 934-945, Sep. 2018.

35.     Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, and Liang Qi, “Modified Cuckoo Search Algorithm to Solve Economic Power Dispatch Optimization Problems,” IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 4, pp. 794-806, July 2018.

36.     HongDa Qi, YuYue Du, Liang Qi, and Lu Wang, “An Approach to Repair Petri Net-based Process Models with Choice Structures,” Enterprise Information Systems, vol. 12, no. 8-9, pp. 1149-1179, Jan. 2018.

37.     Wenjing Luan, Guanjun Liu, Changjun Jiang, and Liang Qi, “Partition-based Collaborative Tensor Factorization for POI Recommendation,” IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 437-446, Jan. 2017.

38.     Liang Qi, MengChu Zhou, and WenJing Luan, “A Two-level Traffic Light Control Strategy for Preventing Incident-Based Urban Traffic Congestion,” IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 13-24, Jan. 2017.

39.     Liang Qi, MengChu Zhou, and WenJing Luan, “Impact of Driving Behavior on Traffic Delay at a Congested Signalized Intersection,” IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 7, pp. 1882-1893, Oct. 2016.

40.     WenJing Luan, Liang Qi*, and YuYue Du, “Composition of Logical Petri Nets and Compatibility Analysis,” IEEE Access, vol. 5, pp. 9152-9162, 2017.

41.     Liang Qi, MengChu Zhou, and WenJing Luan, “Emergency Traffic-Light Control System Design for Intersections Subject to Accidents,” IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 1, pp. 170-183, Sep. 2015.

42.     YuYue Du, YuHui Ning, and Liang Qi, “Reachability Analysis of Logic Petri Nets Using Incidence Matrix,” Enterprise Information Systems, vol. 8, no. 6, Nov. 2014.

43.     YuYue Du, Liang Qi, and MengChu Zhou, “Analysis and Application of Logical Petri Nets to E-Commerce Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 44, no. 4, pp. 468-481, Apr. 2014.

44.     Yuyue Du, Liang Qi, and MengChu Zhou, “A Vector Matching Method for Analysing Logic Petri Nets,” Enterprise Information Systems, vol. 5, no. 4, pp. 449-468, Nov. 2011.

九、联系方式

联系电话：15054819557

E-mail: qiliangsdkd@163.com