Xiao Gaoxi
Associate Professor
School of Electrical and Electronic Engineering

Contacts

Academic Qualifications

  • BSc (Hon), Dept. Applied Math., Xidian University, Xi'an, China, July 1991
  • MPhil, Dept. Applied Math., Xidian University, Xi'an, China, Apr. 1994
  • PhD, Dept. Computing, Hong Kong Polytechnic University, Dec. 1998

Working Experiences

  • Mar. 2008-present: NTU, Singapore, associate professor
  • Oct. 2001-Mar. 2008: NTU, Singapore, assistant professor
  • Nov. 1999-Oct. 2001: UT Dallas, Richardson, TX, USA, visiting scientist
  • Apr. 1999-Nov. 1999: Poly U, Brooklyn, NY, USA, postdoctoral research fellow
  • Oct. 1995-Dec. 1998: HKPU, Kowloon, HK, research/teaching assistant
  • Apr. 1994-Oct. 1995: Xidian Univ., Xi'an, China, assistant lecturer

Teaching Duties

  • EE4718 -  Enterprise Network Design (AY2013-)
  • EE4761 -  Computer Networking (AY2011-)
  • EE2008/IM1001 -  Data Structures and Algorithms (tutorial) (AY2016- )
  • FE1007/MH1811 -  Mathematics II (AY2006-07, 08-09, 11-14)
  • EE4110 -  Optical Communication System Design (AY2001-11)
  • EE6713 -  Network Design and Simulation (AY2009-11)

Administration Duties

  • 2015-2018: Program Director, Communication and Network Systems Program, School of EEE, NTU.
  • 2012-2015: Program Director, EEE CyberSecurity Initiative, School of EEE, NTU.
  • 01/09/2008-30/06/2011: Assistant Head of Division, Division of Communication Engineering, School of EEE, NTU

Research Interests

  • Complex networks and complex systems
  • System resilience and system risk control
  • Wireless networks and smart grids
  • Social systems and human factors
  • Internet technology and cyber security

Funded Research Projects in the Past Five Years

  • The Study of 4D Dengue Transmission Risk Based on Big Urban Data, NRF, Singapore (under Virtual Singapore Program), 2018-2020, project co-PI and NTU PI.
  • Control and Controllability of Dynamic Complex Networks: Theories and Strategies, Ministry of Education, Singapore, 2017-2020, PI
  • Infrastructure Systems Risk Monitoring, Detection and Control, a submodule under CREATE program "Future Resilience Systems" (FRS), 2014-18, PI
  • Robust Learning in Social Networks: Fundamental Limits and Strategies, Ministry of Education, Singapore, 2015-18, co-PI
  • Co-evolution of Social Networks and Memes: a Novel Modeling Approach, Ministry of Education, Singapore, 2015-16, PI
  • Identifying Infection Sources in a Network, Ministry of Education (MOE), 2014-17, Co-PI.
  • Vulnerability Analysis on Hyper-V Based Hypervisor, CSIT-MINDEF, 2013-15, PI.
  • Driving the Evolution of Complex Systems: the Feasibility and the Cost, Ministry of Education (MOE), 03/2013-08/2014, PI.

Professional Activities in the Past Five Years

Associate Editor:

Academic Editor:

Local Activities:

My Students

Graduated Ph.D.

  • Dr. SHEN, Shu (Apr. 2006): Link-State Update in Wavelength-Routed Networks.
  • Dr. LI, Yi (May 2007): Contention Resolutions in Optical Packet Switches.
  • Dr. LIU, Jian (May 2009): Distributed Wavelength Provisioning in WDM Optical Networks.
  • Dr. XIAO, Shi (Oct 2010): Robustness and Decentralized Search in Complex Networks.
  • Dr. HU, Wuhua (Mar. 2012): Studies on PID Controller Tuning and Self-Optimizing Control
  • Dr. WANG, Yubo (Nov. 2012): Dynamics and Control of Epidemic Spreading in Complex Networks
  • Dr. ZHANG, Pengfei (A*STAR Graduate Scholarship, Co-Supervised by Dr. Tan Hwee Pink, I2R, A*STAR) (Feb. 2015): Studies of Networking Algorithms in Wireless Sensor Networks
  • Dr. YU, Yi (May 2016): Critical Event Detection and Management in Complex Networks
  • Dr. LI, Beibei (former supervisor Prof. Lu Rongxing) (Jan. 2019): Detection of False Data Injection Attacks in Smart Grid Cyber-Physical Systems

PhD Candidates

  • Mr. Li, Xiang
  • Mr. Zhang, Hehong (as main supervisor; co-supervisor: Prof. T.-C. Pan)
  • Mr. Nguyen Vu Xuan
  • Mr. Kamarajugedda Shankar Acharya (as co-supervisor; main supervisor: Prof. Lo Yat-Man, Edmond)
  • Mr. Hao Changyu (as co-supervisor; main supervisor: Prof. Cheung Sai Hung)

Visitors and Research Staffs

  • Dr. Huang Liping, Research Fellow, 06/19-
  • Mr. Huynh-Nhan Ngo, Research Engineer, 05/18-
  • Dr. Meng Min, Research Fellow, 07/17-
  • Dr. Zhai Chao, Research Fellow, 02/16-01/19
  • Dr. Ma Lijia, Research Fellow, 10/16-12/17
  • Mr. Mao Fubing, Research Associate, 10/16-12/17
  • Dr. Wang Ran, Research Fellow, 11/15-08/16
  • Dr. Liu Xinghua, Research Fellow, 09/15-08/16
  • Dr. Deng Ruilong, Research Fellow, 06/14-06/15
  • Prof. Li Hui, Visiting Professor, 2014, 2015
  • Dr. Hu Jianwei, Research Fellow, 05/14-05/15
  • Mr. Zhang Songnian, Project Officer, 05/14-05/15
  • Mr. Zeng Dong, Project Officer, 04/13-12/14
  • Dr. Li Guoqi, Research Fellow, 07/13-07/14
  • Dr. Zheng Zhongtuan, Visiting Scientist, 05/13-05/14
  • Dr. Zhu Hui, Research Fellow, 04/13-03/14
  • Ms. She Yuchao, Project Officer, 04/13-03/14
  • Dr. Wang Yubo, Research Engineer, 03/10-02/12
  • Dr. Zhou Jie, Postdoctoral Research Fellow, 02/08-09/09
  • Dr. Xiao Shi, Project Officer, 07/06-09/09
  • Dr. Xiaoshan Pan, researcher, 2002-04

Selected Publications

Books

  1. R. Wang, P. Wang, and G. Xiao, Intelligent Microgrid Management and EV Control Under Uncertainties in Smart Grid, Springer Singapore, 2018. weblink

Journal Publications

  1. C. Zhai, H. Zhang, G. Xiao and T.-C. Pan, "An Optimal Control Approach to Identifying Worst-Case Cascading Failures in Power Systems," IEEE Transactions on Control of Network Systems, accepted for publication. Preprint

  2. G. Li, X. Chen, P. Tang, G. Xiao, C. Ma, and L. Shi, "Target Control of Directed Networks based on Network Flow Problems," IEEE Transactions on Control of Network Systems, accepted for publication. Preprint

  3. B. Li, G. Xiao, R. Lu, R. Deng, and H. Bao, "On Feasibility and Limitations of Detecting False Data Injection Attacks on Power Grid State Estimation Using D-FACTS Devices," IEEE Transactions on Industrial Informatics, accepted for publication. Preprint

  4. W. Ma, J. Qiu, X. Liu, G. Xiao, and B. Chen, "Unscented Kalman Filter with Generalized Correntropy Loss for Robust Power System Forecasting-Aided State Estimation," IEEE Transactions on Industrial Informatics, accepted for publication. Preprint

  5. H. Zhang, C. Zhai, G. Xiao, and T.-C. Tan, "Identifying Critical Risks of Cascading Failures in Power Systems," IET Generation, Transmission & Distribution, accepted for publication. Preprint

  6. M. Meng, G. Xiao, C. Zhai, and G. Li, “Controllability of Markovian Jump Boolean Control Networks,” Automatica, accepted for publication. Preprint

  7. H. Zhang, Y.-D. Xie, L. She, C. Zhai, and G. Xiao, "High-Precision Tracking Differentiator via Generalized Discrete-Time Optimal Control," ISA Transactions, accepted for publication, available online since 14 May 2019. Preprint

  8. K. Song, G. Li, X. Chen, L. Deng, G. Xiao, F. Zeng, and J. Pei, "Target Controllability of Two-layer Multiplex Networks based on Maximum Network Flow," IEEE Transactions on Cybernetics, accepted for publication, available online since 11 April 2019. weblink

  9. X. Liu, W. P. Tay, Z. Liu, and G. Xiao, "Quasi-synchronization of heterogeneous network with a generalized Markovian topology and event-triggered communication,” IEEE Transactions on Cybernetics, available online since 24 January 2019. Preprint

  10. L. Ma, W. P. Tay, and G. Xiao, "Iterative Expectation Maximization for Reliable Social Sensing with Dependent Individuals," Information Sciences, accepted for publication. available online since 9 Oct. 2018. Preprint

  11. C. Zhai, H. Zhang, G. Xiao and T.-C. Tan, "A Model Predictive Approach to Preventing Cascading Failures of Power Systems," International Journal of Electrical Power & Energy Systems, vol. 133, pp. 310-321, Dec. 2019. Preprint

  12. H. Zhang, Y. Xie, G. Xiao, C. Zhai, and Z.Long, "A Simple Discrete Time Tracking Differentiator and Its Application to Speed and Position Detection System for a Maglev Train," IEEE Transactions on Control System Technology, vol. 27, no. 4, pp. 1728-1734, July 2019. Preprint

  13. B. Li, R. Lu, G. Xiao, H. Bao, and A. A. Ghorbani, "Towards Insider Threats Detection in Smart Grid Communication Systems," IET Communications, vol. 13, no. 12, pp.1728-1736, July 2019. Preprint

  14. D. Zhao, L. Wang, Z. Wang, and G. Xiao, "Virus Propagation and Patch Distribution in Multiplex Networks: Modeling, Analysis and Optimal Control," IEEE Transactions on Information Forensics & Security, vol. 14, no. 7, pp. 1755-1767, July 2019. PDF

  15. X. Zhu, J. Zhou, M. Tang, Y. Zou and G. Xiao, "Enhanced connection adaption strategy with partition approach," IEEE Access, vol. 7, pp. 34162-34169, March 2019. weblink

  16. C. Zhai, G. Xiao, and M. Z. Q. Chen, "Distributed Sweep Coverage Algorithm of Multi-Agent Systems Using Workload Memory," Systems and Control Letters, vol. 124, pp. 75-82, Feb. 2019. Preprint

  17. X. Yu, Z. Fan, H. Wen, Y. He, J. Du, N. Li, Z. Yuan, and G. Xiao, “Positioning, Navigation, and Book Accessing/Returning in an Autonomous Library Robot using Integrated Binocular Vision and QR Code Identification Systems," Sensors, vol. 19, no. 4, 783, doi:10.3390/s19040783, Feb. 2019. weblink

  18. X. Li, P. Wang, X.-J. Xu, and G. Xiao, "Universal Behavior of the Linear Threshold Model on Weighted Networks," Journal of Parallel and Distributed Computing, vol. 123, pp. 223-229, Jan. 2019.

  19. P. Zhang, H. P. Tan, and G. Xiao, "Distributed Algorithms for Maximizing Lifetime in Clustered Wireless Sensor Networks Using Energy-Harvesting Relay Nodes," Journal of Electrical Research and Application, vol. 2, no. 4, Dec. 2018.

  20. Q. Wu and G. Xiao, "A Colored Mean-Field Model for Analyzing the Effects of Awareness on Epidemic Spreading in Multiplex Networks," Chaos, vol. 28, no. 10, 103116, Oct. 2018. Preprint

  21. P. Tang, G. Li, R. Wang, C. Ma, G. Xiao, and L. Shi, "Matrix Function Optimization under Weighted Boundary Constraints and Its applications in Network Control," ISA Transactions, vol. 80, pp 232-243, Sept. 2018. Preprint

  22. G. Li, L. Deng, G. Xiao, P. Tang, W. Hu, C. Wen, J. Pei, L. Shi, and H. E. Stanley, ``Enable Control and Optimal Control of Complex Networks with Local Topological Information," Scientific Reports, vol. 8, 4593, March 2018. PDF

  23. V. X. Nguyen, G. Xiao, X.-J. Xu, G. Li, and Z. Wang, ''Opinion Formation on Multiplex Networks,” EPL, 121 (2018) 26002, 20 March 2018. preprint

  24. J. F. Valenzuela, X. Fu, G. Xiao, and R. S. M. Goh, "A Network-Based Impact Measure for Propagated Losses in a Supply Chain Network Consisting of Resilient Components," Complexity, vol. 2018, 1724125, Feb. 2018. Provisional PDF

  25. H. Zhang, Y. Xie, G. Xiao, and Chao Zhai, "Closed-Form Solution of Discrete Time Optimal Control and Its Convergence," IET Control Theory and Applications, vol. 12, no. 3, pp. 413-418, Jan. 2018 Preprint

  26. J. Zhou, Y. Zou, S. Guan, Z. Liu, G. Xiao, and S. Boccaletti, "Connection adaption for control of networked mobile chaotic agents," Scientific Reports, vol. 7, 16069, Nov. 2017. PDF

  27. Y. Yu, G. Xiao, G. Li, W. P. Tay and H. F. Teoh, "Opinion Diversity and Community Formation in Adaptive Networks," Chaos, vol. 27, no. 10, 10315, Oct. 2017. PDF

  28. R. Wang, G. Xiao, and P. Wang, "Hybrid Centralized-Decentralized (HCD) Charging Control of Electric Vehicle," IEEE Transactions on Vehicular Technology, vol. 66, no. 8, pp. 6728-6741, Aug. 2017. Preprint

  29. Z. Zheng, G. Xiao, G. Wang, G. Zhang, and K. Jiang, "Mean first passage time of preferential random walks on complex networks with applications," Mathematical Problems in Engineering, vol. 2017, 8217361, Aug. 2017. PDF

  30. Y. Yu and G. Xiao, "Infection spreading, detection and control in community networks," Journal of Complex Networks, vol. 5, no. 4, pp. 625-640, Aug. 2017. Preprint

  31. R. Deng, G. Xiao, R. Lu, H. Liang, and A. V. Vasilakos, "False Data Injection Attacks on Power System State Estimation -- Impacts and Defense: A Survey," IEEE Transactions on Industrial Informatics, vol. 13, no, 2, pp. 411-423, Apr. 2017. Preprint

  32. R. Deng, G. Xiao, and R. Lu, "Defending against False Data Injection Attacks on Power System State Estimation," IEEE Transactions on Industrial Informatics, vol. 13, no. 1, pp. 198-207, Feb. 2017. Preprint

  33. P. Wang, L.-J. Zhang, X.-J. Xu, and G. Xiao, "Heuristic strategies for persuader selection in contagions on complex networks," PLOS ONE, 12(1): e0169771. doi:10.1371/journal.pone.0169771, 10 Jan. 2017. PDF

  34. Y. Yu, G. Xiao, J. Zhou, Y. Wang, Z. Wang, J. Kurths, and H. J. Schellnhuber, "System Crash as Dynamics of Complex Networks," Proceedings of the National Academy of Sciences of United States of America (PNAS), vol. 113, no. 42, pp. 11726-11731, 18 October 2016. Preprint Supplementary Information

  35. D. Zhao, Z. Wang, G. Xiao, B. Gao and L. Wang, "The Robustness of Interdependent Networks under the Interplay between Cascading Failures and Virus Propagation," EPL, vol. 115, no. 5, 17 October 2016. Preprint

  36. R. Wang, P. Wang, and G. Xiao, "Two-stage Mechanism for Massive Electric Vehicle Charging Involving Renewable Energy," IEEE Transactions on Vehicular Technology , vol. 65, no. 6, pp. 4159-4171, June 2016. Preprint

  37. G. Li, W. Hu, G. Xiao, L. Deng, J. Pei, and L. Shi, "Minimum cost control of Complex Networks," New Journal of Physics, vol. 18, 013012, Jan. 2016. PDF

  38. R. Deng, G. Xiao, R. Lu, and J. Chen, "Fast Distributed Demand Response with Spatially- and Temporally-Coupled Constraints in Smart Grid," IEEE Transactions on Industrial Informatics, vol. 11, no. 6, pp. 1597-1606, Dec. 2015. Preprint

  39. R. Wang, P. Wang, and G. Xiao, "A Robust Optimization Approach for Energy Generation Scheduling in Microgrids," Energy Conversion and Management, vol. 106, pp. 597-607, Dec. 2015. Preprint

  40. P. Zhang, I. Nevat, G. Peters, G. Xiao, and Hui Pink Tan, "Event Detection in Wireless Sensor Networks in Random Spatial Sensor Deployment," IEEE Transactions on Signal Processing, vol. 63, no. 22, pp. 6122-6135, Nov. 2015. Preprint

  41. X. Yu, G. Xiao, and T. H. Cheng, "An Efficient Mechanism for Dynamic Survivable Multicast Traffic Grooming," Optical Fiber Technology, vol. 23, no. 1, pp. 1-12, June 2015. Preprint

  42. R. Wang, P. Wang, G. Xiao, and S. Gong, "Power Demand and Supply Management in Microgrids with Uncertainties of Renewable Energies," International Journal of Electrical Power & Energy Systems, vol. 63, pp. 260-269, Dec. 2014. Preprint

  43. X. Yu, G. Xiao and T.-H. Cheng, "An Efficient Mechanism for Dynamic Multicast Traffic Grooming in Overlay IP/MPLS over WDM Networks," Optical Fiber Technology, vol. 20, no. 4, pp. 341-352, Aug. 2014. Preprint

  44. Y. Yu and G. Xiao, "On early detection of strong infections in complex networks," Journal of Physics A, 47, 065101, 14 Feb. 2014. Preprint

  45. P. Zhang, G. Xiao, and H.-P. Tan, "Clustering Algorithms for Maximizing the Lifetime of Wireless Sensor Networks with Energy-Harvesting Sensors," Computer Networks, vol. 57, no. 14, pp. 2689-2704, Oct. 2013. Preprint

  46. Y. Li, G. Xiao, G. Singh, and R. Gupta, "Algorithms for finding best locations of cluster heads for minimizing energy consumption in wireless sensor networks," Wireless Networks, vol. 19, no. 7, pp. 1755-1768, Oct. 2013. Preprint

  47. J. Zhou, G. Xiao, and G. Chen, "Link-Based Formalism for Time Evolution of Adaptive Networks," Physical Review E, 88(3), 032808, Sept. 2013. Preprint

  48. X. Yu, G. Xiao, and T.-H. Cheng, "Dynamic Multicast Traffic Grooming in Optical WDM Mesh Networks: Lightpath vs. Light-tree," IEEE/OSA Journal of Optical Communications and Networking, vol. 5, no. 8, pp. 870-880, Aug. 2013. Preprint

  49. X. Yu, G. Xiao, and T.-H. Cheng, "Historical Data Learning Based Dynamic LSP Routing for Overlay IP/MPLS over WDM Networks," Optical Fiber Technology, vol. 19, no. 4, pp. 308-319, Aug. 2013. Preprint

  50. Y. Wang and G. Xiao, "Epidemics spreading in interconnected complex networks," Physics Letters A, vol. 376, pp. 2689-2696, Sept 2012. Preprint

  51. J. Zhou, G. Xiao, S. A. Cheong, X. Fu, L. Wong, S. Ma and T.-H. Cheng, "Epidemic reemergence in adaptive complex networks," Physical Review E, vol. 85, no. 3, 036107, March 2012. preprint

  52. T. Zhang, X. Fu, S. Ma, G. Xiao, L. Wong, C. K. Kwoh, M. Lees, G. K. K. Lee, and T. Hung, "Evaluating Temporal Factors in Combined Interventions of Workforce Shift and School Closure for Mitigating the Spread of Influenza," PLoS One, vol. 7, no. 3, e32203. doi:10.1371/journal.pone.0032203, March 2012. pdf

  53. W. Hu, L. M. Umar, G. Xiao, and V. Kariwala, "Local Self-Optimizing Control of Constrained Processes," Journal of Process Control, vol. 22, no. 2, pp. 488-493, Feb. 2012. abstract

  54. W. Hu and G. Xiao, "Self-clocking principle for congestion control in the Internet," Automatica, vol. 48, no. 2, pp. 425-429, Feb. 2012. Preprint

  55. Y. Wang, G. Xiao, and J. Liu, "Dynamics of Competing Ideas in Complex Social Networks," New Journal of Physics, vol. 14, no. 1, 013015, Jan. 2012. pdf abstract

  56. Y. Wang, G. Xiao, L. Wong, X. Fu, S. Ma, and T. H. Cheng, "Effects of Fear Factors in Disease Propagation," Journal of Physics A, vol. 44, no. 35, 355101, Sept. 2011. pdf, abstract

  57. T. K. C. Chan, Y.-W. Leung, and G. Xiao, "Upgrading Unicast Nodes to Multicast-Capable Nodes in All-Optical Networks," Computer Networks, vol. 55, no. 8, pp. 2005-2021, June 2011.

  58. T. Zhang, X. Fu, C. K. Kwoh, G. Xiao, L. Wong, S. Ma, H. Soh, G. K. K. Lee, T. Hung, and M. Lees, "Effects of Temporal Factors in School Closure for Mitigating the Spread of Influenza in a Network-Structured Population," Journal of Public Health Policy, vol. 32, no. 2, pp.180-197, Apr. 2011.

  59. W. Hu, G. Xiao, and X. Li, "An Analytical Method for PID Controller Tuning with Specified Gain and Phase Margins for Integral plus Time Delay Processes", ISA Transactions, vol. 50, no. 2, pp. 268-276, Apr. 2011.

  60. W. Hu and G. Xiao, "Analytic Proportional-Integral (PI) Controller Tuning Using Closed-loop Setpoint Response," Industrial & Engineering Chemistry Research, vol. 50, no. 4, pp. 2461-2466, Feb. 2011.

  61. S. Xiao and G. Xiao, "On Imperfect Node Protection in Complex Communication Networks," Journal of Physics A, vol. 44, no. 5, 055101, Feb. 2011. pdf, abstract

  62. D. Wang, et al., "Performance Comparison of Using SOA and HNLF as FWM Medium in a Wavelength Multicasting Scheme with Reduced Polarization Sensitivity," IEEE/OSA Journal of Lightwave Technology, vol. 28, no. 24, pp. 3497-3505, Dec. 2010. pdf, abstract

  63. W. Hu, W.-J. Cai, and G. Xiao, "Decentralized Control System Design for MIMO Processes with Integrators/Differentiators," Industrial & Engineering Chemistry Research, vol. 49, no. 24, pp.12521-12528, Dec. 2010.

  64. S. Xiao, G. Xiao, and T. H. Cheng, "Tolerance of Local Information-Based Intentional Attacks in Complex Networks," Journal of Physics A, vol. 43, no. 33, 335101, Aug. 2010. pdf, abstract

  65. J. Zhou, G. Xiao, L. Wong, X. Fu, S. Ma, and T. H. Cheng, "Generation of arbitrary two-point-correlated directed networks with given modularity," Physics Letters A, vol. 374, no. 31-32, pp. 3129-35, July 2010.

  66. D. Wang, et al., "All-Optical Modulation-Transparent Wavelength Multicasting in a Highly Nonlinear Fiber Sagnac Loop Mirror," Optics Express, vol. 18, no. 10, pp. 10343-10353, May 2010.

  67. S. Xiao, G. Xiao, T. H. Cheng, S. Ma, X. Fu, and H. Soh, "Robustness of Scale-Free Networks under Rewiring Operations," EPL, vol. 89, 38002, Feb. 2010. pdf, abstract

  68. Y. Wang, G. Xiao, J. Hu, T. H. Cheng, and L. Wong, "Imperfect Targeted Immunization in Scale-Free Networks," Physica A, vol. 388, no. 12, pp. 2535-46, 15 June 2009.

  69. preprint, abstract
  70. J. Liu, G. Xiao, and W. Wang, "On the Performance of Distributed Lightpah Provisioning with Dynamic Routing and Wavelength Assignment," Photonic Network Communications, vol. 17, no. 3, pp. 191-201, June 2009.

  71. J. Liu, et al., "Stimulate Brillouin Scattering Based Broadband Tunable Slow-Light Conversion in a Highly Nonlinear Photonic Crystal Fiber," IEEE/OSA Journal of Lightwave Technology, vol. 27, no. 10, pp. 1279-1285, May 2009.

  72. J. Liu and G. Xiao, "Efficient Wavelength Assignment Schemes for Distributed Lightpath Restorations in WDM Networks," IEEE/OSA Journal of Lightwave Technology , vol. 27, no. 7, pp. 833-840, Apr. 2009. pdf, abstract

  73. J. Liu, et al., "Pump-Suppressed Nondegenerate Four-Wave Mixing in a Highly Nonlinear Photonic Crystal Fiber Sagnac Loop," IEEE Photonic Technology Letters, vol. 20, no. 20, pp. 2129-31, Dec. 2008.

  74. S. Xiao, G. Xiao, and T. H. Cheng, "Tolerance of Intentional Attacks in Complex Communications Networks," IEEE Communications Magazine, vol. 46, no. 1, pp. 146-152, Jan. 2008. pdf, abstract

  75. J. Liu, G. Xiao, K. Lu, and I. Chlamtac, "An Evaluation of Distributed Parallel Reservations in Wavelength-Routed Networks," IEEE Journal on Selected Areas in Communications - Supplement on Optical Communications and Networking, vol. 25, no. 9, pp. 27-39, Dec. 2007. pdf, abstract

  76. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "On Traffic Allocations in Optical Packet Switches," IEEE Journal on Selected Areas in Communications - Supplement on Optical Communications and Networking, vol. 25, no. 9, pp. 108-117, Dec. 2007. pdf, abstract

  77. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "On the Performance of Different Node Configurations in Multi-Fiber Optical Packet-Switched Networks," Photonic Network Communications, vol. 14, no. 1, pp. 11-22, Aug. 2007.

  78. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "Performance Evaluation of Multifiber Optical Packet Switches," Computer Networks (Elsevier), Vol. 51, No. 4, pp. 995-1012, Mar. 2007. PDF

  79. Q. Zhang, J. Sun, G. Xiao, and E. Tsang, "Evolutionary Algorithms Refining A Heuristic: Hyper-Heuristic for Shared-Path Protections in WDM Networks under SRLG Constraints," IEEE Transactions on Systems, Man and Cybernetics, Part B, Vol. 37, No. 1, pp. 51-61, Feb. 2007.

  80. S. Xiao, G. Xiao, and Y.-W. Leung, "A Network Flow Approach for Static and Dynamic Traffic Grooming in WDM Networks," Computer Networks (Elsevier), Vol. 50, No. 17, pp. 3400-15, Dec. 2006.

  81. X. Shao, G. Xiao, L. Zhou, X. Cheng, and Y. Wang, "Hybrid Protection in WDM optical networks with Shared Risk Link Groups," Photonic Network Communications, Vol. 12, No. 3, pp. 295-307, Dec. 2006.

  82. S. Shen, G. Xiao, and T.-H. Cheng, "Benefits of Advertising Wavelength Availability in Distributed Lightpath Establishment," Computer Networks (Elsevier), Vol. 50, No. 13, pp. 2364-2379, Sept. 2006.

  83. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "A New Contention Resolution Scheme for Time-Critical Applications in Multi-Fiber Optical Packet-Switched Networks," Microwave and Optical Technology Letters, Vol. 48, No. 4, pp. 717-719, Apr. 2006.

  84. S. Shen, G. Xiao, and T.-H. Cheng, "A Novel Method of Link-State Update in Wavelength-Routed Networks," IEEE/OSA Journal of Lightwave Technology, Vol. 24, No. 3, pp. 1112-1120, Mar. 2006. pdf, abstract

  85. X. Pan and G. Xiao, "Heuristics for Diverse Routing in Wavelength-Routed Networks with Shared Risk Link Groups," Photonic Network Communications, Vol. 11, No. 1, pp. 29-38, Jan. 2006.

  86. K. Lu, G. Xiao, and I. Chlamtac, "Analysis of Blocking Probability for Distributed Lightpath Establishment in WDM Optical Networks," IEEE/ACM Transactions on Networking, Vol. 13, No. 1, pp. 187-197, Feb. 2005. pdf, abstract

  87. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "On the Benefits of Multifiber Optical Packet Switch," Microwave and Optical Technology Letters, Vol. 43, No. 5, pp. 376-378, Dec. 2004.

  88. G. Xiao, K. Lu, and I. Chlamtac, "An Evaluation of Distributed Wavelength Provisioning in WDM Optical Networks with Sparse Wavelength Conversion," IEEE/OSA Journal of Lightwave Technology, Vol. 22. No. 7, pp. 1668-1678, July 2004.

  89. Y. Li, G. Xiao, and H. Ghafouri-Shiraz, "Fixed Wavelength Conversion for Contention Resolution in Optical Packet Switches," Microwave and Optical Technology Letters, Vol. 41, No. 3, pp. 185-187, May 2004.

  90. G. Xiao and X. Pan, "Heuristic for the Maximum Disjoint Paths Problem in Wavelength-Routed Networks with Shared Risk Link Groups," OSA Journal of Optical Networking, Vol. 3, No. 1, pp. 38-49, Jan. 2004.

  91. K. Lu, J. P. Jue, G. Xiao, I. Chlamtac, and T. Ozugur, "Intermediate-Node Initiated Reservation (IIR): A New Signaling Scheme for Wavelength-Routed Networks," IEEE Journal on Selected Areas in Communications, Vol. 21, No. 8, pp. 1285-1294, Oct. 2003. pdf, abstract

  92. Y. W. Leung, G. Xiao, and K. W. Hung, "Design of Node Configuration for All-Optical Multi-fiber Networks," IEEE Transactions on Communications, Vol. 50, No. 1, pp. 135-145, Jan. 2002.

  93. G. Xiao, Y. W. Leung, and K. W. Hung, "Two-Stage Cut Saturation Algorithm for Designing All-Optical Networks," IEEE Transactions on Communications, Vol. 49, No. 6, pp. 1102-1115, June 2001.

  94. G. Xiao and Y. W. Leung, "Algorithms for Allocating Wavelength Converters in All-Optical Networks," IEEE /ACM Transactions on Networking. Vol. 7, No. 4, pp. 545-557, Aug. 1999. pdf, abstract

  95. G. Xiao and Y. W. Leung, "Cost-Effective WDM Broadcast-and-Select Networks for All-to-All Transmission Schedules," Journal of Systems Architecture, Vol. 45, No. 2, pp.115-129, Sep. 1998.

Conference Publications

  1. C. Zhai, G. Xiao and H. Zhang, "Identification and Analysis of Cascading Failures in Power Grids with Protective Actions," Proc. ISGT Europe'2019, Bucharest, Romania, Sept.-Oct. 2019.

  2. C. Zhai, G. Xiao, H. Zhang, and T.-C. Pan, "Risk Identification of Power Transmission Networks with FACTS and HVDC Links," Proc. WCRRA’2019, Singapore, July 2019.

  3. M. Meng and G. Xiao, "Output Feedback Control of Markovian Switching Boolean Control Networks," Proc. IEEE ICCA’2019, July 2019.

  4. C. Zhai, G. Xiao, and H. Zhang, "Risk Identification of Power Transmission System with Renewable Energy," Proc. CCDC’2019, June 2019.

  5. B. Li, R. Lu, G. Xiao, Z. Su, and A. Ghorbani, "PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids," Proc. IEEE Globecom'2018, Dec. 2018. Preprint

  6. C. Zhai, G. Xiao, H. Zhang, and T.-C. Pan, "Cooperative Control of TCSC to Relieve the Stress of Cyber-physical Power System,” in Proc. ICARCV’2018, Nov. 2018.

  7. Y. Yu, V. X. Nguyen, and G. Xiao, "Effects of Initial State on Opinion Formation in Complex Social Networks with Noises," Proc. ICCSCSS’2018, Oct. 2018. PDF

  8. H. Zhang, Y. Xie, G. Xiao, C. Zhai, H. Kang, and J. Tang "Tracking Differentiator via Time Criterion," Proc. ACC’2018, June 2018. PDF

  9. H. Zhang, G. Xiao, Y. Xie, C. Zhai, X. Yang, L. Yang, H. Zhao, and T.-C. Pan, ''A High-Precision Discrete Tracking Differentiator and Its Application in Processing PMU Data," Proc. ICCAIRO’2018. May 2018. PDF

  10. C. Zhai, H. Zhang, G. Xiao, and T.-C. Pan, "Comparing Different Models for Investigating Cascading Failures in Power Systems," Proc. IWCSN'2017, Dec. 2017. PDF

  11. B. Li, R. Lu, and G. Xiao, "HMM-Based Privacy-Preserving False Data Detection for Advanced Metering Infrastructure," Proc. IEEE Globecom’2017, Dec. 2017. PDF

  12. R. Wang, G. Xiao, G. Li, Y. Cao, B. Chen and K. Zhu, "Energy Generation Scheduling in Microgrids Involving Temporal-Correlated Renewable Energy," Proc. IEEE Globecom’2017, Dec. 2017. PDF

  13. V. X. Nguyen and G. Xiao, "Global Consensus Making in Multiplex Scale-Free Networks," Proc. ICCSNT’2017, Oct. 2017. PDF

  14. Y. Li and G. Xiao, "Band Coverage in Wireless Sensor Networks: A Preliminary Study," Proc. CNCT'2016, Dec. 2016. PDF

  15. X. Liu, G. Xiao, W. P. Tay, G. Ma, and H. S. Xi, "Synchronization of pinning networks with Markovian switching topologies and event-triggered communication," Proc. WCICA'2016, June 2016.

  16. Y. Yu and G. Xiao, "Effects of Community Structures on Infection Control in Complex Networks," Proc. ICEECS'2015, Dec. 2015. pdf

  17. Y. Yu and G. Xiao, "Preliminary study on bit-string modeling of opinion formation in complex networks, " Proc. HUSO'2015, Oct. 2015. pdf

  18. X. Yu, G. Xiao, and T. H. Cheng, "Influences of Link Cost and Routing Methods on Dynamic Multicasting in Overlay IP/MPLS Over WDM Networks," Proc. IEEE ICOCN'2015, July 2015.

  19. Y Yu and G. Xiao, "Influence of Random Opinion Change in Complex Networks," Proc. IEEE DSP'2015, July 2015. pdf

  20. R. Wang, G. Xiao, and Ping Wang, "Optimal Route Selection under Unknown and Stochastic Link States in City Traffic Networks," Proc. ISTAP'2015, April 2015.

  21. P. Zhang, H.-P. Tan, G. Xiao, and Y Yu, "Maximizing Lifetime in Clustered WSNs with Energy Harvesting Relay: Profiling and Modeling," Proc. IEEE ISSNIP'2015, Apr. 2015. pdf

  22. P. Zhang, X. Ma, W. Zhang, S. Lin, H. Chen, A. Y. Lee, and G. Xiao, "Multimodal Fusion for Sensor Data Using Stacked Autoencoders," Proc. IEEE ISSNIP'2015, Apr. 2015.

  23. W. Hu, W. P. Tay, A. Hrilal, and G. Xiao, "Infection Source Identification in Networks under the SIRI Model," Proc. IEEE ICASSP'2015, Apr. 2015.

  24. R. Wang, P. Wang, and G. Xiao, "Two-stage Mechanism Design for Electric Vehicle Charging Involving Renewable Energy," Proc. ICCVE'2014, Nov. 2014.

  25. V. D. Luong, L. Wang, and G. Xiao, "Action Recognition Using Hierarchical Independent Subspace Analysis with Trajectory," Proc. IES'2014, Nov. 2014.

  26. X. Yu, G. Xiao, T. H. Cheng and D. Huang, "Impacts of Link-cost and Routing Methods on Overlay Network Performances for Dynamic Traffic Grooming," Proc. ICOCN'2014, Nov. 2014

  27. P. Zhang, G. Peters, I. Nevat, G. Xiao, and H.-P. Tan, "Distributed Event Detection in Sensor Networks under Random Spatial Deployment," Proc. IEEE MILCOM'2014, Oct. 2014.

  28. Y. Yu and G. Xiao, "Infection Dectection in Complex Networks with Community Structures," Proc. ACET'2014, Aug. 2014.

  29. X. Yu, G. Xiao, and T.-H. Cheng, "Connection-Level Segment Shared Protection for Dynamic Multicast Traffic Grooming," Proc. ICICS'2013, Dec. 2013.

  30. Y. Yu and G. Xiao, "A Preliminary Study on Effects of Community Structures on Epidemic Spreading and Detection in Complex Networks," Proc. ICITE'2013, Oct. 2013

  31. X. Yu, G. Xiao, and T.-H. Cheng, "Performance Comparisons between Lightpath and Light-tree Schemes in Dynamic Multicast Traffic Grooming Process," Proc. PGC'2012, Dec. 2012.

  32. M. Bharanidharan, X. Li, Y. Jin, J. S. Pathmasuntharam, and G. Xiao, "Design and Implementation of a Real Time Locating System Utilizing Wi-Fi Signals from iPhones," Proc. ICON'2012, Dec. 2012.

  33. Y. Yu and G. Xiao, "A Preliminary Study on Early Detection of Virus Spreading in Complex Networks," Proc. MSC'2012, Dec. 2012.

  34. V. Manica, X. Fu, G. Xiao, and R. Goh, "Spatial-Temporal Patterns of Dengue Hotspots in Singapore," Proc. Singapore International Conf. Dengue and Emerging Infections, Nov. 2012.

  35. P. Zhang, G. Xiao, and H.-P. Tan, "Distributed Relay Scheduling for Maximizing Lifetime in Clustered Wireless Sensor Networks," Proc. IEEE ICCS'2012, Nov. 2012.

  36. W. Hu, J. Mao, G. Xiao, and V. K. Kariwala, "Selection of Self-Optimizing Controlled Variables for Dynamic Processes," Proc. ADCHEM'2012, July 2012.

  37. P. Zhang, G, Xiao, and H.-P. Tan, "A Preliminary Study on Lifetime Maximization in Clustered Wireless Sensor Networks with Energy Harvesting Nodes," Proc. ICICS'2011, Dec. 2011.

  38. S. Xiao and G. Xiao, "Node Protection against Intentional Attack in Complex Communication Networks," Proc. DRCN'2011, Oct. 2011.

  39. Y. Wang and G. Xiao, "Effects of Interconnections on Epidemics in Network of Networks," Proc. Wicom'2011, Sept. 2011.

  40. W. Hu, L. M. Umar, V. Kariwala, and G. Xiao, "Local Self-Optimizing Control with Input and Output Constraints," Proc. IFAC'2011, Aug.-Sept. 2011.

  41. W. Hu, G. Xiao, and W.-J. Cai, "PID Controller Design Based on Two-Degrees-of-Freedom Direct Synthesis," Proc. CCDC'2011, May 2011.

  42. D. Wang, T.-H. Cheng, Y.-K. Yeo, Y. Wang. Z. Xu, and G. Xiao, "7 x 10-Gbit/s All-Optical Wavelength Multicast Based on Cross-Gain Modulation and Cascaded Four-Wave Mixing Effects in an SOA Using Single Pump Laser Source," Proc. OFC'2011, Mar. 2011.

  43. W. Hu, G. Xiao, and W.-J. Cai, "Simple analytic formulas for PID tuning," ICARCV'2010, Dec. 2010.

  44. W. Hu, W.-J. Cai, and G. Xiao, "Relative Gain Array for MIMO Processes Containing Integrators or Differentiators," ICARCV'2010, Dec. 2010.

  45. K. K.-M. Yong, T.-H. Cheng, G. Xiao, and L. Zhou, "Placement of Multicast Capable Nodes in Power Constrained All-Optical WDM Networks," IEEE Globecom'2010, Dec. 2010.

  46. T. H. Cheng, Y.-K. Yeo, Y. Wang, G. Xiao, and L. Zhou, "Design of a 100Tb/s Multicast-Capable Optical Packet Router," (invited paper) Proc. CMC'2010, Apr. 2010.

  47. D. Wang, et al., "Optical Wavelength Multicasting Based on Four Wave Mixing in Highly Nonlinear Fiber with Reduced Polarization Sensitivity," Proc. OFC'2010, Mar. 2010.

  48. X. Yu, G. Xiao, and T.-H. Cheng, "Historical Data Learning Based Dynamic LSP Routing for Overlay IP over WDM Networks," Proc. ICICS'2009, Dec. 2009

  49. Y. Wang and G. Xiao, "The Spread of Interacting Agents in Scale-Free Networks," Proc. ICICS'2009, Dec. 2009.

  50. W. Hu and G. Xiao, "Design of Congestion Control Based on Instantaneous Queue Sizes in the Routers," Proc. IEEE Globecom'2009, Dec. 2009.

  51. T. Zhang et al., "HPCgen - A Fast Generator of Contact Networks of Large Urban Cities for Epidemiological Studies," Proc. CSSim'2009, Sept. 2009.

  52. X. Zhang, Y. Gong, and G. Xiao, "Multiuser Detection for Decode-and-Forward Cooperative Relaying in DS-CDMA Systems," Proc. IEEE VTC'2009 Spring, Apr. 2009.

  53. X. Fu, S. Lim, L. Wang, G. Lee, S. Ma, L. Wong, and G. Xiao, "Key Node Selection for Containing Infectious Disease Spread Using Particle Swarm Optimization," Proc. IEEE SIS'2009, Mar.-Apr. 2009.

  54. Y. Wang, J. Hu, G. Xiao, L. Wong, S. Ma, and T. H. Cheng, "A Preliminary Study on the Effects of Fear Factors in Disease Propagation," Proc. ICST COMPLEX'2009, Feb. 2009.

  55. G. Singh, R. Gupta, and G. Xiao, "Energy-Efficient Clustering for Ad-Hoc Transmission in Wireless Sensor Networks," Proc. ICAIT'2008 , July 2008.

  56. Y. Wang, G. Xiao, T. H. Cheng, S. Xiao, and X. Fu, "Robustness of Complex Communication Networks under Link Attacks," Proc. ICAIT'2008, July 2008.

  57. J. Liu, et al., "Broad-Band Tunable Four Wave Mixing Based Wavelength Converter with Filterless Pump Suppression, " Proc. OECC/ACOFT'2008, July 2008.

  58. Z. Li, G. Xiao, Y. Zhang, W. Gu, and S. Liang, "Modeling of Distortion for Arbitrary Packet Loss Patterns in Video Transmission," Proc. IEEE ICIEA'08, June 2008.

  59. X. Fu, W. J. I. Teo, H. Soh, G. Xiao, and G. Lee, "Simulating Avian Influenza Spread over Singapore Clinic Networks," Proc. X International Symposium on Respiratory Viral Infections, Feb.-Mar. 2008.

  60. S. Xiao and G. Xiao, "On Local Link Repairing in Complex Communication Networks under Intentional Attack," Proc. ICICS'2007, Dec. 2007.

  61. J. Liu and G. Xiao, "An Efficient Wavelength Assignment Method for Distributed Lightpath Restoration in Wavelength-Routed Networks," Proc. ICICS'2007, Dec. 2007.

  62. T. Zhang, K. Lu, G. Xiao, and S.-Q. Zheng, "Design Principles and Formulation for Optical SMART Networks," Proc. IEEE MILCOM'2007, Oct. 2007.

  63. S. Xiao and G. Xiao, "On Intentional Attacks and Protections in Complex Communication Networks," Proc. IEEE Globecom'2006, Nov.-Dec. 2006. (Also available at http://arxiv.org/abs/cs.NI/0609077).

  64. S. Xiao, G. Xiao, and T. H. Cheng, "Robustness of Complex Communication Networks under Rewiring Operations," Proc. IEEE ICCS'2006, Oct.-Nov. 2006.

  65. G. Singh and G. Xiao, "Algorithms for Energy-Efficient Clustering in Wireless Sensor Networks," Proc. IEEE ICCS'2006, Oct.-Nov. 2006.

  66. S. Shen, G. Xiao, and T. H. Cheng, "The Performance of Periodic Link-State Update in Wavelength-Routed Networks," Proc. IEEE BroadNets'2006, Oct. 2006.

  67. S. Xiao and G. Xiao, "On Degree-Based Decentralized Search in Complex Networks," Proc. European Conference on Complex Systems 2006 (ECCS'06), Sept. 2006. (A longer version is available at http://arxiv.org/abs/cs.PF/0610173).

  68. X. Shao, G. Xiao, L. Zhou, X. Cheng, and Y. Wang, "Hybrid Protection in WDM Networks with Shared Risk Link Groups," Proc. ECOC'2005, Vol. 2, pp. 277-278, Sept. 2005.

  69. S. Shen, G. Xiao, and T. H. Cheng, "Benefits of Advertising Wavelength Availability in Distributed Lightpath Establishment," Proc. IEEE ICC'2005, pp. ON10.1.1 - ON10.1.5, May 2005.

  70. K. Lu, G. Xiao, J. P. Jue, T. Zhang, S. Yuan, and I. Chlamtac, "Blocking Analysis of Multifiber Wavelength-Routed Networks," Proc. IEEE Globecom'2004, Vol. 3, pp. 1958-1962, Nov.- Dec. 2004.

  71. S. Shen, G. Xiao, and T. H. Cheng, "Evaluating Link-State Update Triggers in Wavelength-Routed Networks," Proc. SPIE APOC'2004 (Published as Proc. SPIE, Vol. 5626, S. J. Ben Yoo, G.-K. Chang, G. Li, K.-W. Cheung, Eds., Feb. 2005), pp. 244-248, Nov. 2004.

  72. X. Pan and G. Xiao, "Algorithms for the Diverse Routing Problem in WDM Networks with Shared Risk Link Groups," Proc. IEEE ICCS'2004, pp. 381-385, Sept. 2004.

  73. S. Shen, G. Xiao, and T. H. Cheng, "Evaluating the Impact of the Link-State Update Period on the Blocking Performance of Wavelength-Routed Networks," Proc. OFC'2004 pp. ThG6.1-3, Feb. 2004.

  74. K. Lu, J. P. Jue, G. Xiao, I. Chlamtac, and T. Ozugur, "A Distributed Signaling Scheme for Provisioning Dynamic Traffic in Wavelength-Routed Networks," Proc. SPIE Opticomm'2003 (Published as Proc. SPIE, Vol. 5285, A. K. Somani, Z. Zhang, Eds., Oct. 2003), pp.151-162, Oct. 2003.

  75. G. Xiao and J. Liu, "Multi-Path Parallel Reservation Scheme for Distributed Lightpath Establishment in Wavelength-Routed WDM Networks," Proc. ECOC'2003, Vol. 3, pp. 842-843, Sept. 2003.

  76. K. Lu, J. P. Jue, T. Ozugur, G. Xiao, and I. Chlamtac, "Intermediate-Node Initiated Reservation (IIR): A New Signaling Approach for Wavelength-Routed Networks with Sparse Conversion," Proc. IEEE ICC'2003, Vol. 2, pp. 1386-1390, May 2003.

  77. K. Lu, G. Xiao, and I. Chlamtac, "Behavior of Distributed Wavelength Provisioning in Wavelength-Routed Networks with Partial Wavelength Conversion," Proc. IEEE Infocom'2003, Vol. 3, pp. 1816-1825, Mar. 30-Apr. 3, 2003.

  78. K. Lu, G. Xiao, and I. Chlamtac, "Blocking Analysis for Dynamic Lightpath Establishment in Wavelength-Routed Networks," Proc. IEEE ICC'2002, pp.2912-2916, Apr. 2002.

  79. J. P. Jue and G. Xiao, "Analysis of Blocking Probability for Connection Management Schemes in Optical Networks," Proc. IEEE Globecom'2001, Vol. 3, pp. 1546-1550, Nov. 2001.

  80. J. P. Jue and G. Xiao, "An Adaptive Routing Algorithm for Wavelength-Routed Optical Networks with a Distributed Control Scheme," Proc. IEEE ICCCN'2000, pp.192-197, Oct. 2000.

  81. D. Montgomery and G. Xiao "CAD Design in Optical Networks: A Case Study," Proc. Optical Network Workshop, Jan. 2000.

Book Chapters

  1. G. Xiao and Y. W. Leung, "Allocation of Wavelength Converters in All-Optical Networks," in "Advances in Optical Networks," edited by D.-Z. Du and L. Ruan, pp. 299-345, Kluwer Academic Publishers, 2001.

Regional Journal Publications

  1. Y. C. Jiao, G. Xiao, L. Huang, and Y. Hao, "Quantitative Analysis of Linearly Graded p-n Junctions by the Inverse Operator Method," Acta Electron. Sinica, Vol. 24, No. 8, pp. 118-121, Aug. 1996 (in Chinese).

  2. Y. C. Jiao, G. Xiao, L. Huang, and N. Mao, "Low Sidelobe Control of the Space Scanned Axial Dipole Arrays on Cylindrical Surfaces," Acta Electron. Sinica, Vol. 24, No. 6, pp. 77-81, June 1996 (in Chinese).

  3. Q. Zhang, G. Xiao, and K. Chen, "A New Polynomial-Time Algorithm for Linear Programming," Acta Math. Appl. Sinica, Vol. 19, No. 1, pp. 33-39, Jan. 1996 (in Chinese).

Supplement Research Documents


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