World's Best Scientists 2026 revealed!

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 37 10718 10418 139 139 268 6128

Gaoxi Xiao publications per year

The chart shows the history of publications by Gaoxi Xiao between 1998 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Gaoxi Xiao published across 29 years, from 1998 to 2026, averaging 12.6 papers a year. Output peaked at 38 publications in 2020. 39 of the 364 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 1998 to 2026. Vertical axis: number of publications, 0 to 38. Peak 38 publications in 2020. 1998: 1 publication 1999: 2 publications 2000: 1 publication 2001: 3 publications 2002: 2 publications 2003: 5 publications 2004: 7 publications 2005: 3 publications 2006: 14 publications 2007: 8 publications 2008: 6 publications 2009: 11 publications 2010: 12 publications 2011: 13 publications 2012: 11 publications 2013: 7 publications 2014: 8 publications 2015: 11 publications 2016: 3 publications 2017: 24 publications 2018: 21 publications 2019: 24 publications 2020: 38 publications 2021: 36 publications 2022: 11 publications 2023: 19 publications 2024: 24 publications 2025: 33 publications 2026: 6 publications
1998 2026

364 publications in total across all disciplines

View publications per year as a table
Gaoxi Xiao: publications per year, 1998 to 2026
Year Publications
1998 1
1999 2
2000 1
2001 3
2002 2
2003 5
2004 7
2005 3
2006 14
2007 8
2008 6
2009 11
2010 12
2011 13
2012 11
2013 7
2014 8
2015 11
2016 3
2017 24
2018 21
2019 24
2020 38
2021 36
2022 11
2023 19
2024 24
2025 33
2026 6
Total 364
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Gaoxi Xiao publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Gaoxi Xiao sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 262–271 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 268 publications — 67th percentile

67% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301 268
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
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Gaoxi Xiao D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Gaoxi Xiao sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 36–37 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 37 D-Index — 27th percentile

27% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990 37
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
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Overview

Gaoxi Xiao is affiliated with Nanyang Technological University in Singapore and has published extensively in the fields of Engineering and Computer Science. Their research primarily focuses on Control and Systems Engineering, Computer Networks and Communications, and Electrical and Electronic Engineering, with additional work in Artificial Intelligence and Statistical and Nonlinear Physics.

The scientist's research topics include:

  • Smart Grid Security and Resilience
  • Distributed Control Multi-Agent Systems
  • Network Security and Intrusion Detection
  • Neural Networks Stability and Synchronization
  • Microgrid Control and Optimization
  • Optimal Power Flow Distribution
  • Adaptive Control of Nonlinear Systems

Gaoxi Xiao's recent publications cover a range of applications in multi-agent systems, battery health estimation, brain-computer interfaces, and energy systems. Notable papers include:

  • Adaptive consensus for heterogeneous multi-agent systems under sensor and actuator attacks, 2020, Automatica
  • Lithium-ion battery health estimation with real-world data for electric vehicles, 2023, Energy
  • A New Framework for Automatic Detection of Motor and Mental Imagery EEG Signals for Robust BCI Systems, 2021, IEEE Transactions on Instrumentation and Measurement
  • Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition, 2022, IEEE Transactions on Emerging Topics in Computational Intelligence
  • Coordinated preparation and recovery of a post-disaster Multi-energy distribution system considering thermal inertia and diverse uncertainties, 2023, Applied Energy

Frequent collaborators include:

  • Xinghua Liu
  • Chao Zhai
  • Peng Wang
  • Hehong Zhang
  • Beibei Li

Gaoxi Xiao has published in a variety of venues, with the highest number of publications appearing in:

  • arXiv (Cornell University)
  • IEEE Transactions on Systems Man and Cybernetics Systems
  • IET Control Theory and Applications
  • IEEE Transactions on Smart Grid
  • International Journal of Hydrogen Energy

Additionally, Gaoxi Xiao has contributed to book publications with major academic publishers. These include:

  • Cooperative Coverage Control of Multi-Agent Systems and its Applications, 2021, Springer International Publishing
  • Detection of False Data Injection Attacks in Smart Grid Cyber-Physical Systems, 2020, Springer International Publishing
  • Tracking Differentiator Algorithms, 2020, Springer Science+Business Media

Best Publications

  • False Data Injection on State Estimation in Power Systems—Attacks, Impacts, and Defense: A Survey

    Ruilong Deng;Gaoxi Xiao;Rongxing Lu;Hao Liang

  • Defending Against False Data Injection Attacks on Power System State Estimation

    Ruilong Deng;Gaoxi Xiao;Rongxing Lu

  • Clustering algorithms for maximizing the lifetime of wireless sensor networks with energy-harvesting sensors

    Pengfei Zhang;Gaoxi Xiao;Hwee-Pink Tan

  • Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain–Computer Interfaces

    Muhammad Tariq Sadiq;Xiaojun Yu;Zhaohui Yuan;Fan Zeming

  • On Feasibility and Limitations of Detecting False Data Injection Attacks on Power Grid State Estimation Using D-FACTS Devices

    Beibei Li;Gaoxi Xiao;Rongxing Lu;Ruilong Deng

  • Algorithms for allocating wavelength converters in all-optical networks

    Gaoxi Xiao;Yiu-Wing Leung

  • Analysis of blocking probability for distributed lightpath establishment in WDM optical networks

    Kejie Lu;Gaoxi Xiao;Imrich Chlamtac

  • Adaptive consensus for heterogeneous multi-agent systems under sensor and actuator attacks

    Min Meng;Gaoxi Xiao;Beibei Li

  • A robust optimization approach for energy generation scheduling in microgrids

    Ran Wang;Ping Wang;Gaoxi Xiao

  • Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform

    Muhammad Tariq Sadiq;Xiaojun Yu;Zhaohui Yuan;Zeming Fan

  • Two-Stage Mechanism for Massive Electric Vehicle Charging Involving Renewable Energy

    Ran Wang;Ping Wang;Gaoxi Xiao

  • Power demand and supply management in microgrids with uncertainties of renewable energies

    Ran Wang;Ping Wang;Gaoxi Xiao;Shimin Gong

  • Virus Propagation and Patch Distribution in Multiplex Networks: Modeling, Analysis, and Optimal Allocation

    Dawei Zhao;Lianhai Wang;Zhen Wang;Gaoxi Xiao

  • System crash as dynamics of complex networks

    Yi Yu;Gaoxi Xiao;Jie Zhou;Yubo Wang

  • An adaptive routing algorithm for wavelength-routed optical networks with a distributed control scheme

    J.P. Jue;Gaoxi Xiao

  • Fast Distributed Demand Response With Spatially and Temporally Coupled Constraints in Smart Grid

    Ruilong Deng;Gaoxi Xiao;Rongxing Lu;Jiming Chen

  • A New Framework for Automatic Detection of Motor and Mental Imagery EEG Signals for Robust BCI Systems

    Xiaojun Yu;Muhammad Zulkifal Aziz;Muhammad Tariq Sadiq;Zeming Fan

  • Unscented Kalman Filter With Generalized Correntropy Loss for Robust Power System Forecasting-Aided State Estimation

    Wentao Ma;Jinzhe Qiu;Xinghua Liu;Gaoxi Xiao

  • Intermediate-node initiated reservation (IIR): a new signaling scheme for wavelength-routed networks

    Kejie Lu;J.P. Jue;Gaoxi Xiao;I. Chlamtac

  • Minimum-cost control of complex networks

    Guoqi Li;Guoqi Li;Wuhua Hu;Gaoxi Xiao;Lei Deng

  • DDOA: A Dirichlet-Based Detection Scheme for Opportunistic Attacks

    Beibei Li;Rongxing Lu;Gaoxi Xiao

Frequent Co-Authors

Guoqi Li
Guoqi Li Shanghai Jiao Tong University
Rongxing Lu
Rongxing Lu Queen's University
Jie Zhou
Jie Zhou Tsinghua University
Ping Wang
Ping Wang York University
Kejie Lu
Kejie Lu University of Puerto Rico-Mayaguez
Limsoon Wong
Limsoon Wong National University of Singapore
Imrich Chlamtac
Imrich Chlamtac European Alliance for Innovation
Hwee-Pink Tan
Hwee-Pink Tan Singapore Management University
Luping Shi
Luping Shi Tsinghua University
Jason P. Jue
Jason P. Jue The University of Texas at Dallas

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