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Liangtian Wan  万良田 （大数据研究所副所长）

MIEEE

　

Associate Professor, PhD, Master Supervisor

School of Software, Dalian University of Technology (DUT), China

Email: wanliangtian@dlut.edu.cn, wan.liangtian.2015@ieee.org

URL: http://thealphalab.org/ltwan

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　每年招收硕士生; 实验室常年招收优秀本科生实习; 如有兴趣, 敬请联系

　

 

 

 

Experience - Research Interests - Publications - Activities - Teaching - Honors - Contact - Group/Lab -

Dr. Liangtian Wan received the B.S. degree and the Ph.D. degree in the College of Information and Communication Engineering from Harbin Engineering University, Harbin, China, in 2011 and 2015, respectively. From 2015.10 to 2017.04, he has been a Research Fellow of School of Electrical and Electrical Engineering, Nanyang Technological University, Singapore. Dr. Wan has published over 40 scientific papers in international journals and conferences. His research interests include Social Network Analysis and mining, Big Data, Array Signal Processing, Wireless Sensor Networks, Compressive Sensing and its Application.

Experience

Apr 2017 - Now

Associate Professor, School of Software
Dalian University of Technology (DUT), Dalian, China

Oct 2015 - Mar 2017

Postdoctoral Research Fellow, School of Electrical and Electrical Engineering, Nanyang Technological University, Singapore.

Supervisor: IEEE Fellow, Prof. Lihua Xie

Sep 2011 - Nov 2014

PhD, in College of Information and Communication Engineering, Harbin Engineering University, Harbin, China

Sep 2007 - Jun 2011

B.Eng., in College of Information and Communication Engineering, Harbin Engineering University, Harbin, China

　

Research Interests

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Graph Learning

Graph neural network, graph representation learning, graph signal processing.

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Computational Social Science

Social informatics, human dynamics, social network science, social computing and networking

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Big Data

Data analytics, scholarly big data, knowledge computing

Publications

Selected papers in recent years.

 

1.       Liangtian Wan, Lu Sun, Xiangjie Kong, Yuyuan Yuan, Ke Sun, Feng Xia. Task-Driven Resource Assignment in Mobile-Edge Computing Exploiting Evolutionary Computation, IEEE Wireless Communications, 2019.

2.       Xianpeng Wang, Liangtian Wan*, Mengxing Huang, Chong Shen, Kun Zhang. Polarization Channel Estimation for Circular and Non-Circular Signals in Massive MIMO Systems, IEEE Journal of Selected Topics in Signal Processing, 2019.6, DOI: 10.1109/JSTSP.2019.2925786.

3.       Weifeng Wang, Hua Chen, Jie Jin, Xianpeng Wang, Liangtian Wan, Xiaowei Zhang. Quaternion-MUSIC for near-field strictly noncircular sources with large-scale polarization array, Digital Signal Processing, 2019.6. DOI: 10.1016/j.dsp.2019.06.005.

4.       Xiangjie Kong, Xiaoteng Liu, Behrouz Jedari, Menglin Li, Liangtian Wan, Feng Xia. Mobile Crowdsourcing in Smart Cities: Technologies, Applications and Future Challenges, IEEE Internet of Things Journal, 2019.6, DOI: 10.1109/JIOT.2019.2921879.

5.       Liangtian Wan, Yuyuan Yuan, Feng Xia, Huan Liu. To Your Surprise: Identifying Serendipitous Collaborators, IEEE Transactions on Big Data, 2019.6, DOI: 10.1109/TBDATA.2019.2921567.

6.       Huafei Wang, Liangtian Wan, Mianxiong Dong, Kaoru Ota, Xianpeng Wang. Assistant Vehicle Localization Based on Three Collaborative Base Stations via SBL-Based Robust DOA Estimation, IEEE Internet of Things Journal, 2019.3, 6(3): 5766-5777.

7.       Zhenzhen Xu, Yuyuan Yuan, Haoran Wei, Liangtian Wan*. A Serendipity-Biased Deepwalk for Collaborators Recommendation, PeerJ Computer Science, 2019.3, 5, e178.

8.       Xianpeng Wang, Dandan Meng, Mengxing Huang, Liantian Wan. Reweighted Regularized Sparse Recovery for DOA Estimation With Unknown Mutual Coupling, IEEE Communications Letters, 2019.2, 23(2): 290-293.

9.       Liangtian Wan, Xiangjie Kong, Feng Xia. Joint Range-Doppler-Angle Estimation for Intelligent Tracking of Moving Aerial Targets, IEEE Internet of Things Journal, Vol. 5, No. 3: 1625-1636, 2018. (SCI: 000435182100029；EI: 20180204628424. ESI Highly Cited Paper Q1)

10.    Yushu Zhang, Jin Jiang, Yong Xiang, Ye Zhu, Liangtian Wan, Xiyuan Xie. Cloud-Assisted Privacy-Conscious Large-Scale Markowitz Portfolio, Information Sciences, 2018, DOI:10.1016/j.ins.2018.12.055.

11.    Bo Xu, Lu Li, Jiaying Liu, Liangtian Wan*, Xiangjie Kong, Feng Xia. Disappearing Link Prediction in Scientific Collaboration Networks, IEEE Access, 69702- 69712, 2018. (SCI: 000452822400001; EI: 20184706088292.)

12.    Noor Ullah, Xiangjie Kong, Liangtian Wan, Honglong Chen, Zhibo Wang, Feng Xia. A Social Utility-Based Dissemination Scheme for Emergency Warning Messages in Vehicular Social Networks, The Computer Journal, Vol.61, No. 7, pp. 971-986, 2018. (SCI: 000441239600003; EI: 20183805837532. )

13.    Liangtian Wan, Guangjie Han, Daqiang Zhang, Aohan Li, Naixing Feng. Distributed DOA Estimation for Arbitrary Topology Structure of Mobile Wireless Sensor Network Using Cognitive Radio, Wireless Personal Communications, Vol. 93 No. 2, pp. 431-445, 2017. (WOS: 000395190200009 Q4).

14.    Liangtian Wan, Guangjie Han, Jinfang Jiang, Joel Rodrigues, Naixing Feng, Tong Zhu. DOA Estimation for Coherently Distributed Sources Considering Circular and Noncircular Signals in Massive MIMO Systems, IEEE Systems Journal, Vol.11. No.1: pp.41-49, 2017 (WOS: 000397779700006 ESI Highly Cited Paper Q1).

15.    Liangtian Wan, Guangjie Han, Lei Shu, Sammy Chan, Tong Zhu. The Application of DOA Estimation Approach in Patient Tracking Systems with High Patient Density, IEEE Transactions on Industrial Informatics, Vol. 12, No. 6, pp. 2353-2364, Dec. 2016. (WOS: 000391299700037 Q1).

16.    Liangtian Wan, Guangjie Han, Lei Shu, Sammy Chan, Naixing Feng. PD Source Diagnosis and Localization in Industrial High-Voltage Insulation System via Multimodal Joint Sparse Representation, IEEE Transactions on Industrial Electronics, Vol. 63, No. 4, pp. 2506-2516, Apr. 2016. (WOS:000372645900052 ESI Highly Cited Paper Q1).

17.    Liangtian Wan, Guangjie Han, Hao Wang, Lei Shu, Naixing Feng. Wearable Sensor Localization Considering Mixed Distributed Sources in Health Monitoring Systems, Sensors, Vol. 16, No. 3, pp. 368; doi:10.3390/s16030368, Mar. 2016. (WOS:000373713600064 Q2).

18.    Liangtian Wan, Guangjie Han, Joel J. P. C. Rodrigues, Weijian Si, Naixing Feng. An Energy Efficient DOA Estimation Algorithm for Uncorrelated and Coherent Signals in Virtual MIMO Systems, Telecommunication Systems, Vol. 59. No. 1, pp. 93-110, May 2015. (WOS:000351695800007, ESI Highly Cited Paper Q3).

19.    Liangtian Wan, Guangjie Han, Jinfang Jiang, Chunsheng Zhu, Lei Shu. A DOA Estimation Approach for Transmission Performance Guarantee in D2D Communication, Mobile Networks and Applications, Accepted; DOI: 10.1007/s11036-017-0820-2. (Q2).

20.    Liangtian Wan, Guangjie Han, Lei Shu, Naixing Feng, Chunsheng Zhu, Jaime Lloret. Distributed Parameter Estimation for Mobile Wireless Sensor Network Based on Cloud Computing in Battlefield Surveillance System, IEEE Access, Vol. 3, pp. 1729-1739, 2015. (WOS:000371388200134 Q2).

21.    Liangtian Wan, Guangjie Han, Lei Shu, Naixing Feng. The Critical Patients Localization Algorithm Using Sparse Representation for Mixed Signals in Emergency Healthcare System, IEEE Systems Journal, Vol. 12, No. 1: 52-63. (SCI: 000446056900001; EI: 20153201114198. ESI Highly Cited Paper Q1).

22.    Liangtian Wan, Weijian Si, Lutao Liu, Zuoxi Tian, Naixing Feng. High Accuracy 2D-DOA Estimation for Conformal Array Using PARAFAC, International Journal of Antennas and Propagation, Vol. 2014, Article ID 394707, 14 pages doi:10.1155/2014/394707, 2014. (WOS:000330454300001 Q3)

23.    Liangtian Wan, Lutao Liu, Weijian Si, Zuoxi Tian. Joint Estimation of 2D-DOA and Frequency Based on Space-Time Matrix and Conformal Array, The Scientific World Journal, Vol. 2013, Article ID 463828, 10 pages, 2013. doi:10.1155/2013/463828, 2013. (WOS:000329043400001 Q2).

24.    Weijian Si, Liangtian Wan*, Lutao Liu, Zuoxi Tian. Fast Estimation of Frequency and 2-D DoAs for Cylindrical Conformal Array Antenna Using State-Space and Propagator Method. Progress in Electromagnetics Research, Vol. 137, pp. 51-71, 2013. (WOS:000316931700004 Q2).

Professional Activities

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Editor/Associate Editor:

IEEE Access 2016-;

Journal of Information Processing Systems 2017-;

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Guest Editor:

- IEEE Communications Magazine, Features “Emerging Trends, Issues and Challenges in Big Data and Its Implementation towards Future Smart Cities”2016

 

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Invited Reviewer for numerous prestigious journals, including e.g.:

IEEE Communications Magazine,

IEEE Network Magazine,

IEEE Transactions on Signal Processing

IEEE Journal of Selected Areas in Communications,

IEEE Transactions on Industrial Informatics,

IEEE Transactions on Vehicular Technology,

IEEE Systems Journal,

IEEE Sensors Journal,

IEEE Signal Processing Letters,

IEEE Wireless Communications Letters,

IEEE Access

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Program Committee Member:

SmartData-2017, SmartData-2016, VTC2016-Spring, WICON2016, ATC2015, etc.

Teaching

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Interest of Things and Cloud Computing (2017 - ); for undergraduates

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Perception and Recognition Technology of the Internet of Things (2017 - ); for undergraduates

Selected Honors & Awards

 

1.       2019. 01 Outstanding Associate Editor of IEEE Access

2.       2018. 01 Outstanding Associate Editor of IEEE Access

3.       2014. 12 Outstanding Student of Harbin Engineering University

4.       2014. 12 the PhD Students National Scholarship (Dr. grade III)

5.       2013. 12 the PhD Students National Scholarship (Dr. grade II)

6.       2013. 10 the First Awards of Harbin Engineering University Doctoral Forum

7.       2012. 10 the Third Awards of 9th “Huawei Cup" National Postgraduate Mathematical Modeling Contest

8.       2011.03 the First Scholarship Awards of Harbin Engineering University

9.       2011.09 the First Scholarship Awards of Harbin Engineering University

10.    2010.10 the Second Scholarship of Innovation of Harbin Engineering University

11.    2010.10 the Advanced Individual Award of Technological Innovation of Harbin Engineering University

12.    2010.03 The Meritorious Winner of International Mathematical Contest In Modeling\ Interdisciplinary Contest In Modeling

Contact Info

Mailing Address: School of Software, Dalian University of Technology, Development Zone, Dalian 116620, China

Email: wanliangtian@dlut.edu.cn, wan.liangtian.2015@ieee.org

　

©Liangtian. Last updated: JULY 2019