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Dr. Liu Yong

liuyong@ihpc.a-star.edu.sg

Title: Scientist
Tel: 64191381

Research Interest

  • Artificial Intelligence
  • Machine Learning
  • Reinforcement Learning
  • Deep Learning
  • Recommender System

Qualifications

  • Ph.D, Electrical and Computer Engineering, National University of Singapore, 2006
  • M.Sc., Electrical and Information Engineering, Hunan University, 2000
  • B.Sc., Electrical and Information Engineering, Hunan University, 1997

Journals

  • J. Qiu, G. Mohan, K.C. Chua, Y. Liu, “Local Restoration with Multiple Spanning Trees in Metro Ethernet Networks”, IEEE/ACM Transactions on Networking, Vol 19, No. 2, Pages 602-614, April, 2011.
  • J. Qiu, Y. Liu, G. Mohan, K.C. Chua, “Fast Spanning Tree Reconnection Mechanism for Resilient Metro Ethernet Networks”, Computer Networks and ISDN Systems, Vol 55, Page 2712-2729, 2011.
  • Y. Liu, K.C. Chua, G. Mohan, “Achieving High Performance Burst Transmission for Bursty Traffic using Optical Burst Chain Switching in WDM Networks”, IEEE Transactions on Communications, Vol 58, No. 7, Pages 2127-2136, July, 2010.
  • Y. Liu, G. Mohan, K.C. Chua, J. Lu, “Multipath Traffic Engineering in WDM Optical Burst Switching Networks”, IEEE Transactions on Communications, Vol 57, No. 4, Pages 1099-1108, April, 2009.
  • Y. Jiang, Q. Yin, Y. Liu, S. Jiang, “Fundamental Calculus on Generalized Stochastically Bounded Bursty Traffic for Communication Networks”, Computer Networks, Vol. 53, No. 12, pp. 2011-2021, August 2009.
  • Y. Liu, K.C. Chua, G. Mohan, "Max-Min Fair Bandwidth Allocation in WDM Optical Burst Switching Networks", Journal of High Speed Networks. Vol 16, No. 4, pp 379-398, 2007
  • Y. Liu, C.K. Tham, Y. Jiang, “A Calculus for Stochastic QoS Analysis”, Performance Evaluation, Vol. 64, Pages 547-572, 2007.
  • Y. Liu, C.K. Tham, Y. Jiang, "Conformance Study for Networks with Service Level Agreements", Computer Networks, Volume 47, Issue 6, Pages 885-906, April 2005
  • C.K. Tham and Y. Liu, "Assured End-to-End QoS through Adaptive Marking in Multi-Domain Differentiated Service Networks", Computer Communications, Elsevier Science, 2004.

Book(s)

  • Y. Jiang and Y. Liu, “Stochastic Network Calculus“, ISBN 1848001266, Springer, 2008
  • K. C. Chua, G. Mohan, Y. Liu, and M.P. Phung, “Quality of Service in Optical Burst Switched Networks”, ISBN 0387341609, Springer, 2006

Conferences

  • Z, Wu, B.H. Tan, R. Duan, Y. Liu, R. Goh, “Neural Modeling of Buying Behaviour for E-Commerce from Clicking Patterns”, ACM RecSys Proceeding. 2015
  • Qiu, Y. Liu, G. Mohan, K.C. Chua, “Fast Spanning Tree Reconnection for Resilient Metro Ethernet Networks”, IEEE ICC, Dresden, Germany, 2009.
  • Jian Qiu, Gurusamy Mohan, Kee Chaing Chua, Y. Liu, “Handling Double Link-Failure in Metro Ethernet Networks Using Fast Spanning Tree Reconnection,” in Proceedings of Globecom, November 2009, Hawaii, USA
  • J. Qiu, G. Mohan, K.C. Chua and Y. Liu, “Local Restoration with Multiple Spanning Trees in Metro Ethernet”, ONDM 2008 - 12th International Conference on Optical Networking Design and Modeling. 2008.
  • Y.Liu, M. Phung, K.C. Chua, G. Mohan, Y. Guo, S. Panneerselvan, “A Unified Network Control and Management System for an Integrated EPON and Metro Optical Network Testbed”, IEEE TridentCom. FL, USA, 2007
  • J. Lu, G. Mohan, K.C. Chua, Y. Liu, “Optimal Multi-Path Traffic Engineering in Optical Burst Switching Networks”, in Proceedings of IEEE Workshop on High Performance Switching and Routing (HPSR 2006), Poland, 2006
  • Y. Liu, G. Mohan, and K. C. Chua , “A Dynamic Bandwidth Reservation Scheme for a Collision-Free Time-Slotted OBS Network,” In Proceedings of IEEE/CreateNet WOBS workshop co-located with IEEE/CreateNet Broadnets-2005, Boston, USA, October 2005.
  • Y. Liu, K.C. Chua, G. Mohan, "Achieving Max-Min Fairness in WDM Optical Burst Switching Networks", in Proceedings of 2005 IEEE Workshop on High Performance Switching and Routing (HPSR 2005), Hong Kong, China, 12-14 May, 2005.
  • Y. Liu, C.K. Tham and TCK. Hui, "MAPS: A Localized and Distributed Adaptive Path Selection Scheme in MPLS Networks", in Proceedings of 2003 IEEE Workshop on High Performance Switching and Routing (HPSR 2003), Torino, Italy, 24-28 June 2003.
  • C.K. Tham and Y. Liu, "Minimizing Transmission Costs through Adaptive Marking in Differentiated Services Networks", in Proceedings of 5th IFIP/IEEE International Conference on Management of Multimedia Networks and Services (MMNS 2002), Springer Lecture No

Other(s)

  • First Prize Winner of Rakuten TV Recommender Challenge, 2015
  • Principal Investigator : A*STAR Grant Project: Personalized Recommender System for F&B Industry, 2015
  • Principal Investigator : A*STAR Grant Project: Intelligent Data-Driven Planning and Operation for E-Commerce Industry, 2016
  • Panel member of A*STAR FutureScape 2025
  • Panel Member of ICCCRI 2015
  • Panel Moderator of Cloud Expo Asia & Data Centre World Asia 2015