Guanfeng Liu  刘冠峰

Ph. D, Associate Professor

Room 303, Ligong Building, Soochow University

Email: gfliu@suda.edu.cn

Phone: +86-512-65243192-207


Biography

Dr. Guanfeng Liu is an Associate Professor in Advanced Data Analytics (ADA) Lab of School of Computer Science and Technology at Soochow University, China. Guanfeng got his PhD in computer science from Macquarie University in 2013, his MEng degree in computer software and theory from Qingdao University (QDU), China in 2008, and his BEng degree in computer science and technology from Qingdao University of Science and Technology (QUST), China in 2005. His research interests include service computing, trust computing, and social network mining.

Research

  • Social Network Analysis
  • Graph Mining
  • Data Analysis and Data Mining
  • Trusted Computing
  • Service Computing

Publication

  1. Hanhan Jiang, Pengpeng Zhao, Victor. S. Sheng, Guanfeng Liu, An Liu, Jian Wu and Zhiming Cui, An Efficient Location-Aware Publish/Subscribe Index with Boolean Expressions, The 16th International Conference on Web Information System Engineering (WISE 2015), 18-20 October 2015, Miami, Florida, USA.(CCF rank C, CORE rank A)
  2. Wei Jiang, Jie Zhu, An Liu, Guanfeng Liu and Lei Zhao, Time-dependent Popular Routes Based Trajectory Outlier Detection, The 16th International Conference on Web Information System Engineering (WISE 2015), 18-20 October 2015, Miami, Florida, USA. (CCF rank C, CORE rank A)
  3. Yongsheng Hao and Guanfeng Liu, Evaluation of Nine Heuristic Algorithms with Data-Intensive Jobs and Computing-Intensive Jobs in A Dynamic Environment, IET Software (IETS) (IF=0.536). Vol. 9, No. 1, 2015   (CCF rank B)
  4. Lei Li, Yan Wang, Guanfeng Liu, Meng Wang, and Xindong Wu, Context-aware Reviewer Assignment for Trust Enhanced Peer Review, PLOS ONE (SCI index, IF=3.53), June 19, 2015  (ERA rank A)
  5. Linlin Ma, Guanfeng Liu, Guohao Sun, Zhixu Li, An Liu, Jiajie Xu and Lei Zhao, A Multiple Trust Paths Selection Tool in Contextual Online Social Networks,The 17th Asia-Pacific Web Conference (APWeb2015) 18-20 September 2015, Guangzhou, China.   (CCF rank C, CORE rank C) (DEMO)
  6. Xiao Liu, An Liu, Guanfeng Liu, Zhixu Li, Jiajie Xu, Pengpeng Zhao, Lei Zhao, PPS-POI-Rec: A Privacy Preserving Social Point-of-Interest Recommender System, The 17th Asia-Pacific Web Conference (APWeb2015) 18-20 September 2015, Guangzhou, China.  (CCF rank C, CORE rank C)  (DEMO)
  7. Jian Zhou, Zhixu Li, Qiang Yang, Jun Jiang, Jia Zhu, An Liu, Guanfeng Liu and Lei Zhao, HouseIn: A Housing Rental Platform with Non-Redundant Information Integrated from Multiple Sources, The 17th Asia-Pacific Web Conference (APWeb2015) 18-20 September 2015, Guangzhou, China.   (CCF rank C, CORE rank C) (DEMO)
  8. Shushu Liu, An Liu, Guanfeng Liu, Zhixu Li, Lei Zhao, A Secure and Efficient Framework for Privacy Preserving Social Recommendation, The 17th Asia-Pacific Web Conference (APWeb2015) 18-20 September 2015, Guangzhou, China.   (CCF rank C, CORE rank C)
  9. Wei Chen, Lei Zhao, Jiajie Xu, Guanfeng Liu, Kai Zheng and Xiaofang Zhou, Trip Oriented Search on Activity Trajectory, Journal of Computer Science and Technology (JCST) (SCI index, accepted in May 2015)   (CCF rank B, CORE rank B)
  10. Feng Zhu, Guanfeng Liu, Yan Wang, An Liu, Zhixu Li, Pengpeng Zhao and Lei Li, A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks, In Proceedings of the 22ed IEEE International Conference on Web Services (ICWS 2015) New York, USA, June 24-July 2, 2015.   (CCF rank B, CORE rank A)
  11. Xiaopeng Kuang. Pengpeng Zhao, Victor S. Sheng, Jian Wu, Zhixu Li, Guanfeng Liu and Zhiming Cui, TK-SK: Textual-restricted K Spatial Keyword Query on Road. In Proceedings of the 26th Australasian Database Conference 2015 (ADC 2015), June 2015 in Melbourne, Australia.
  12. Jun Jiang, Zhixu Li, Qiang Yang, Pengpeng Zhao, Guanfeng Liu and Lei Zhao, SmartInt: A Demonstration System for the Interaction between Schema Mapping and Record Matching, In Proceedings of the 16th International Conference on Web-Age Information Management (WAIM 2015), 8-10 June 2015, Qingdao, China.   (CCF rank C, CORE rank C) (DEMO)
  13. Haihui Hu, Pengpeng Zhao, Victor S. Sheng, Guanfeng Liu, Lei Zhao, Jian Wu and Zhiming Cui, Batch Mode Active Learning for Networked Data With Optimal Subset Selection, In Proceedings of the 16th International Conference on Web-Age Information Management (WAIM 2015), 8-10 June 2015, Qingdao, China.   (CCF rank C, CORE rank C)
  14. Qiang Yang, Zhixu Li, Jun Jiang, Pengpeng Zhao, Guanfeng Liu, An Liu and Jia Zhu, NokeaRM: Employing Non-Key Attributes in Record Matching, In Proceedings of the 16th International Conference on Web-Age Information Management (WAIM 2015), 8-10 June 2015, Qingdao, China.   (CCF rank C, CORE rank C)
  15. Yan Wang, Lei Li and Guanfeng Liu, Social Context-Aware Trust Inference for Trust Enhancement in Social Network based Recommendations on Service Providers, World Wide Web Journal (WWWJ) Vol.18, Issue 1, 2015  (CCF rank B, CORE rank A)
  16. Jiajie Xu, Guanfeng Liu, Chengfei Liu, Haoming Guo, and Zhiming Ding, On Efficient Passenger Assignment for Group Transportation, In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015), 20-23 April 2015, Hanoi, Vietnam.   (CCF rank B, CORE rank A)
  17. Yanxia Xu, Guanfeng Liu, Hongzhi Yin, Jiajie Xu, Kai Zheng and Lei Zhao, Discovering Organized POI Groups in a City, In Proceedings of the 20thInternational Conference on Database Systems for Advanced Applications (DASFAA 2015), 20-23 April 2015, Hanoi, Vietnam.   (CCF rank B, CORE rank A)
  18. Guanfeng Liu, Lei Zhao, Kai Zheng, An Liu Jiajie Xu, Zhixu Li and Athman Bouguettaya, An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs, In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015), 20-23 April 2015, Hanoi, Vietnam.   (CCF rank B, CORE rank A)
  19. Guanfeng Liu, Kai Zheng, Yan Wang, Mehmet A. Orgun, An Liu, Lei Zhao and Xiaofang Zhou, Multi-Constrained Graph Pattern Matching in Large-Scale Contextual Social Graphs, The 31st IEEE International Conference on Data Engineering (ICDE 2015), April 13-16 2015, Seoul, Korea. (CCF rank A, CORE rank A*)
  20. An Liu, Kai Zheng, Lu Li, Guanfeng Liu, Lei Zhao and Xiaofang Zhou, Efficient Secure Similarity Computation on Encrypted Trajectory Data, The 31st IEEE International Conference on Data Engineering (ICDE 2015), April 13-16 2015, Seoul, Korea. (CCF rank A, CORE rank A*)
  21. Guanfeng Liu An Liu,Yan Wang and Lei Li, SoTrust: A Strong Social Graph Aware Trust Paths Finding for Trustworthy Service Provider Selection in Contextual Social Networks, International Journal of Web Services Research (JWSR), (SCI index, accepted in December 2014)
  22. Junqiang Dai, Guanfeng Liu, Jiajie Xu, An Liu and Lei Zhao, An Efficient Trust-Oriented Trip Planning Method in Road Networks, The 11th IEEE International Conference on Autonomic and Trusted Computing (ATC 2014) 9-12 December, Bali, Indonesia.
  23. Xiaoming Zheng, Yan Wang, Mehmet A. Orgun, Guanfeng Liu and Haibin Zhang, Social Context-aware Trust Prediction in Social Networks, The 12th International Conference on Service Oriented Computing (ICSOC 2014), 3-6 November, Paris France (short paper). (CCF rank B, CORE rank A)
  24. Feng Zhu, Guanfeng Liu, Lei Zhao and Xiaofang Zhou, An Evolution-Based Robust Social Influence Evaluation Method in Online Social Networks, The 15th International Conference on Web Information System Engineering (WISE 2014), 12-14 October, Thessaloniki Greece. (CCF rank C, CORE rank A)
  25. Lei Li, Mei Du, Guanfeng Liu, Xuegang Hu and Gongqing Wu, Extremal Optimization-based Semi-Supervised Algorithm with Conflict Pairwise Constraints for Community Detection, The 2014 IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2014, regular paper, acceptance rate 18%), 17-20 August, Beijing China. (Top conference in social network mining)
  26. Guohao Sun, Guanfeng Liu, Lei Zhao, Jiajie Xu, An Liu and Xiaofang Zhou, A Social Trust Path Recommendation System in Contextual Online Social Networks, In Proceedings of the 16th Asia-Pacific Web Conference (APWeb 2014), 5-7 September, Changsha, China (Demo).   (CCF rank C, CORE rank C)
  27. Junqiang Dai, Wei Jiang, Guanfeng Liu, Jiajie Xu, Lei Zhao and An Liu, Rating Aware Route Planning in Road Networks, In Proceedings of the First International Workshop on Data Management for Next-Generation Location-Based Services (DaNoS), in conjunction with WAIM 2014, June 16-18, Macau, China.
  28. Yongsheng Hao, Guanfeng Liu, RongTao Hou, Yongsheng Zhu and Junwen Lu, Performance Analysis of Gang Scheduling in a Grid, Journal of Network and Systems Management, (JONS) (SCI index, accepted in April 2014).   (CORE rank B)
  29. Xiaoming Zheng, Yan Wang, Mehmet A. Orgun, Youliang Zhong and Guanfeng Liu, Trust Prediction with Propagation and Similarity Regularization, In Proceedings of the 28th AAAI Conference on Artificial Intelligence (AAAI 2014), July 27-31, 2014, in Quebec City, Canada.   (CCF rank A, CORE rank A*)
  30. Guanfeng Liu, An Liu, Yan Wang and Lei Li, An Efficient Multiple Trust Paths Finding Algorithm for Trustworthy Service Provider Selection in Real-Time Online Social Network Environments, In Proceedings of the 21stInternational Conference on Web Services (ICWS 2014, research track, acceptance rate 20%), June 27 - July 2, 2014, Alaska, USA.   (CCF rank B, CORE rank A)
  31. An Liu, Qing Li, Xiaofang Zhou, Lu Li, Guanfeng Liu and Yunjun Gao, Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach, In Proceedings of the 19thInternational Conference on Database Systems for Advanced Applications (DASFAA 2014), 21-24 April 2014, Bali, Indonesia.   (CCF rank B, CORE rank A)
  32. Guanfeng Liu, Yan Wang, Mehmet A. Orgun and Ee-Peng Lim. Finding the Optimal Social Trust Path for the Selection of Trustworthy Service Providers in Complex Social Networks, IEEE Transactions on Services Computing (TSC, IF=2.45),. Volume 6, Issue 2, 2013  (CCF rank B)
  33. Yongsheng Hao, Guanfeng Liu and Na Wen, An Enhanced Load Balancing Mechanism Based on Deadline Control on GridSim, Future Generation Computer Systems (FGCS, IF=2.03), Vol.28, No.4, April, 2012.   (CCF rank C, CORE rank A)
  34. Guanfeng Liu and Yan Wang, Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks, In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Page 101-107, Toronto, Canada, July 22-26, 2012.   (CCF rank A, CORE rank A*)
  35. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks, In Proceedings of the 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2012), Page 624-631, Liverpool, UK, June 25-27, 2012.   (CCF rank C, CORE rank A)
  36. Guanfeng Liu, Yan Wang, Mehmet A. Orgun and Huan Liu, Discovery Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks, In Proceedings of the 10th IEEE International Conference on Web Service (ICWS 2012, application & industry track)), Page 384-391, Honolulu, Hawaii, USA, June 24-29, 2012.   (CCF rank B, CORE rank A)
  37. Yinghua Sun, Zhehui Wu, Guanfeng Liu and Zhenkuan Pan, Computing Resources Market in Grid and Cloud Based on Contract Management, In Proceedings of the 9thIEEE International Conference on e-Business Engineering (ICEBE 2012), Page 308-312, Hangzhou, China, September 9-11, 2012.   (CORE rank B)
  38. Guanfeng Liu and Yan Wang, Trust-Oriented Service Provider Selection in Complex Online Social Networks, Handbook on Web Services, Springer, (accepted on September 2012)

  39. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Trust Transitivity in Complex Social Networks, In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI 2011), Page 1222-1229, San Francisco, USA, August 7-11, 2011.   (CCF rank A, CORE rank A*)
  40. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Finding K Optimal Social Trust Paths for Trustworthy Service Provider Selection in Complex Social Networks, In Proceedings of the 9th IEEE International Conference on Web Service (ICWS 2011, research track, acceptance rate: 38/277 = 13.7%), Page 41-48, Washington DC, USA, July 4-9, 2011.   (CCF rank B, CORE rank A)
  41. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Optimal Social Trust Path Selection in Complex Social Networks, In Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI 2010), Page 1391-1398, Atlanta, USA, July 11-15, 2010.   (CCF rank A, CORE rank A*)
  42. Guanfeng Liu, Yan Wang, Mehmet A. Orgun and Ee-Peng Lim, A Heuristic Algorithm for Trust-Oriented Service Provider Selection in Complex Social Networks, In Proceedings of the 7th IEEE International Conference on Services Computing (SCC 2010, the Best Paper Award, acceptance rate=17.8%), Page 130-137, Miami, USA, July 5-10, 2010.   (CCF rank C, CORE rank A)
  43. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Quality of Trust for Social Trust Path Selection in Complex Social Networks, In Proceedings of the 9thInternational Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Page 1575-1576, Toronto, Canada, May 10-14, 2010. (CCF rank B, CORE rank A*)
  44. Yongsheng Hao, Guanfeng Liu, Yuebin Xu and Junyan Wang, A New Expectation Trust Benefit Driven Algorithm for Grid Environments, International Journal of Hybrid Information Technology (IJHIT), Vol.2, No.1, January, 2009
  45. Guanfeng Liu, Yan Wang and Mehmet A. Orgun, Trust Inference in Complex Trust-oriented Social Networks, In Proceedings of the 12thIEEE International Conference on Computational Science and Engineering (CSE 2009), Page 996-1001, Vancouver, Canada, August 29-31, 2009
  46. Guanfeng Liu, Yan Wang and Lei Li, Trust Management in Three Generations of Web-based Social Networks, In Proceedings of the Symposia and Workshop on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC 2009), Page 446-451, Brisbane, Australia, July 7-9, 2009
  47. Shanzhou Ma, Guanfeng Liu, Yebin Xu, Zhenkuan Pan, Junyan Wang and Jun Ji, A New Resource Pricing Fluctuation Model with Trust System in Grid Economy, In Proceedings of the 3rdInternational Conference on Multimedia and Ubiquitous (MUE 2009), Page 300-305, Qingdao, China, June 4-6, 2009
  48. Junyan Wang, Yebin Xu, Zhenkuan Pan, Guanfeng Liu and Shanzhou Ma, A New Trust Mechanism with Penalty and Bonus Based on Agent in Grid Market, In Proceedings of the 3rdInternational Conference on Multimedia and Ubiquitous (MUE 2009), Page 172-177, Qingdao, China, June 4-6, 2009
  49. Guanfeng Liu, Yebin Xu, Zhenkuan Pan and Xiangxiang Meng, Application of Mobile Agent Framework in the Campus Data Grid Architecture, In Proceedings of the 5thIEEE International Conference on Networking, Sensing and Control (ICNSC 2008), Page 283-286, Hainan, China, April 6-8, 2008
  50. Zhenkuan Pan, Guanfeng Liu and Yebin Xu, A Distributed Reputation Control Architecture Based on Virtual Organisational Domains in the Grid Economy, In Proceedings of the 16thEuromicro International Conference on Parallel, Distributed and Network-Based Processing (EuroPDP 2008), Page 100-104, Toulouse, France, February 13-15, 2008
  51. Junyan Wang, Yuebin Xu, Guanfeng Liu, Zhenkuan Pan and Yongsheng Hao, A New Resource Discovery Mechanism with Negotiate Solution Based on Agent in Grid Environments, In Proceedings of the 3rdInternational Conference on Grid and Pervasive Computing Workshops (GPC 2008), Page 23-28, Kunming, China, May 25-28, 2008
  52. Yongsheng Hao, Yuebin Xu, Guanfeng Liu and Zhenkuan Pan, A New Grid Resource Management Mechanism Based on D-S Theory, In Proceedings of the 2rdInternational Conference on Multimedia and Ubiquitous (MUE 2008), Page 511-514, Busan, Korea, April 24-26, 2008

Project

  • Co-PI: Natural Science Foundation of China (NSFC)-Key Project, "Cross Web Interconnected Audio-Video Correlation Analysis and Search" (No. 61532018, 2016.1-2020.12, RMB:3,376,000, with ICT of Chinese Academy of Science and BUPT)
  • Co-PI: Natural Science Foundation of China (NSFC), "Secure and Trusted Social Service Recommendation" (No. 61572336, 2016.1-2019.12, RMB:770,000, with Prof. An Liu and Prof. Athman Bouguettaya)
  • PI: China Postdoctoral Science Foundation Funded Project (No. 2015M571805, 2015.10-2016.10, RMB:50,000)
  • PI: Natural Science Foundation of China (NSFC)-Young Scientist, "Complex Social Behavior Based Social Trust Relation Mining in Large-Scale Online Social Networks (No. 61303019, 2013.11-2016.12, RMB:230,000)"
  • PI: Doctoral Fund from Minister of Education for New Lecturers, (No. 20133201120012, 2013.11-2016.12, RMB:40,000)
  • PI: Macquarie University Postgraduate Research Fund, (MQ PGRF), Macquarie University, 2010
  • PI: Macquarie University Faculty of Science Postgraduate Research Fund, Macquarie University, 2009.2-2012.2

Reward

  • Recipient of the nomination of John Makepeace Bennett Award - Australasian Distinguished Doctoral Dissertation 2013.
  • Chinese Goverment Award for Outstanding Self-Financed Student Abroad (USD: 6000).
  • Excellence in Higher Degree Research-Science and Engineering, Highly Commended, Macquarie University, 2011 (The video at YouTube)
  • Excellent Presentation, The 10th Macquarie Computing Doctoral Conference (MCDC-11), Macquarie University, Sydney, Australia,June 8-9,2011.
  • Excellent Organization and Service, The 10th Macquarie Computing Doctoral Conference (MCDC-11), Macquarie University, Sydney, Australia,June 8-9,2011.
  • Excellent Research Progress, Department of Computing, Macquarie University, 2011.
  • The Best Paper Award, The 7th IEEE International Conference on Service Computing (SCC 2010), Miami, USA, July 5-10, 2010.
  • Commendable Abstract Award, The 9th Macquarie Computing Doctoral Conference (MCDC-10), Macquarie University, Sydney, Australia, June 9-11, 2010.
  • Macquarie University Research Excellence Scholarship (MQRES), Macquarie University, 2009-2012.
  • Research Thesis Excellence Award (2008), Qingdao University. In recognition of my outstanding Master work.

Professional Service

  • Publication Chair, The 18th Asia-Pacific Web Conference (APWeb 2016), Suzhou, China, 23-25 September, 2016.
  • PC Member, The 2nd International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC'2015), October 30-November 1, 2015, Nanjing, China.
  • PC Member, The 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-15), Helsinki, Finland, 20-22 August, 2015.
  • PC Co-Chair, The Second International Workshop on Big Data Management and Service (BDMS2015) in conjunction with DASFAA 2015 Hanoi, Vietnam, 20-23 April, 2015.
  • PC Member, 2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC'2014), Shanghai, China, Oct. 30-Nov. 1, 2014.
  • Publicity Chair, The 11th IEEE International Conference on Autonomic and Trusted Computing (ATC 2014), Bali, Indonesia, December 9-12, 2014.
  • Publication Chair, The 16th Asia-Pacific Web Conference (APWeb 2014), Changsha, China, 5-7 September, 2014.
  • Publicity Chair and PC Member, The 10th IEEE International Conference on Autonomic and Trusted Computing (ATC 2013), Sorrento Peninsula, Italy, December 18-21, 2013.
  • Local Organization Committee Chair, The 11th Macquarie Computing Doctoral Conference (MCDC-12), Macquarie University, Sydney, Australia, June 14-15, 2011.
  • PC Member, The 1st NSS Workshop on Mobile and Online Social Networks (MOSN 2011) in conjunction with the 5th International Conference on Network and System Security (NSS 2011), Milan, Italy, September 6-8, 2011.
  • Local Organization Committee Chair, The 10th Macquarie Computing Doctoral Conference (MCDC-11), Macquarie University, Sydney, Australia, June 8-9, 2011.
  • Reviewer for many international journals (IEEE Systems Journal, Journal of Supercomputing, Future Generation Computer Systems, International Journal of Network Security, International Journal of Web Engineering and Technology, IEEE Transactions on Services Computing, Journal of Computer and Its Application, World Wide Web Journal, Decision Support Systems...) and international conferences (ATC 09, CEC 09, SCC 2010, ATC 2011, SCC 2011, AAAI 2011, SCC 2011, SOCA 2011, TrustCom 2011, TrustCom 2012, SCC 2012, ICWS 2012...).