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Edith C.-H. Ngai

Edith C.-H. Ngai

University of Hong Kong
China

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 35 11537 11206 1431 1424 155 6781

Edith C.-H. Ngai publications per year

The chart shows the history of publications by Edith C.-H. Ngai between 2002 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Edith C.-H. Ngai published across 24 years, from 2002 to 2025, averaging 10.6 papers a year. Output peaked at 43 publications in 2025. 78 of the 255 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 2002 to 2025. Vertical axis: number of publications, 0 to 43. Peak 43 publications in 2025. 2002: 1 publication 2003: 0 publications 2004: 2 publications 2005: 0 publications 2006: 5 publications 2007: 5 publications 2008: 3 publications 2009: 4 publications 2010: 7 publications 2011: 11 publications 2012: 10 publications 2013: 4 publications 2014: 18 publications 2015: 16 publications 2016: 15 publications 2017: 13 publications 2018: 10 publications 2019: 6 publications 2020: 6 publications 2021: 11 publications 2022: 17 publications 2023: 13 publications 2024: 35 publications 2025: 43 publications
2002 2025

255 publications in total across all disciplines

View publications per year as a table
Edith C.-H. Ngai: publications per year, 2002 to 2025
Year Publications
2002 1
2003 0
2004 2
2005 0
2006 5
2007 5
2008 3
2009 4
2010 7
2011 11
2012 10
2013 4
2014 18
2015 16
2016 15
2017 13
2018 10
2019 6
2020 6
2021 11
2022 17
2023 13
2024 35
2025 43
Total 255
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Edith C.-H. Ngai 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 Edith C.-H. Ngai 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, 152–161 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: 155 publications — 29th percentile

29% 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
152–161 559 155
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
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
Download as CSV

Edith C.-H. Ngai 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 Edith C.-H. Ngai 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, 34–35 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: 35 D-Index — 20th percentile

20% 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 35
36–37 990
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
Download as CSV

Research.com Recognitions

  • 2016 - ACM Senior Member

Overview

Edith C.-H. Ngai is affiliated with the University of Hong Kong in China. Their research spans multiple areas within computer science, with a primary focus on artificial intelligence and its applications in various technological fields.

The main fields of study for Edith C.-H. Ngai include:

  • Computer Science

The subfields of study reflect a range of interests particularly centered on:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Computer Networks and Communications
  • Information Systems

The scientist's work covers several key topics, including:

  • Privacy-Preserving Technologies in Data
  • Recommender Systems and Techniques
  • Topic Modeling
  • Mobile Crowdsensing and Crowdsourcing
  • IoT and Edge/Fog Computing
  • Human Pose and Action Recognition
  • Stochastic Gradient Optimization Techniques

Their publication record includes recent papers such as:

  • "Byzantine-Robust Aggregation in Federated Learning Empowered Industrial IoT," 2021, IEEE Transactions on Industrial Informatics
  • "Lightweight Imitation Learning for Real-Time Cooperative Service Migration," 2023, IEEE Transactions on Mobile Computing
  • "An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning," 2023, IEEE Transactions on Big Data
  • "Emotion Recognition From Gait Analyses: Current Research and Future Directions," 2022, IEEE Transactions on Computational Social Systems
  • "Auto-weighted Robust Federated Learning with Corrupted Data Sources," 2022, ACM Transactions on Intelligent Systems and Technology

Publications have appeared frequently in various venues, emphasizing both journal and conference outputs. The major venues include:

  • arXiv (Cornell University)
  • IEEE Transactions on Mobile Computing
  • IEEE Internet of Things Journal
  • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
  • ACM Transactions on Sensor Networks

Collaborations have been made with several co-authors, most notably:

  • Zhihan Jiang
  • Running Zhao
  • Handi Chen
  • Jiangchuan Liu
  • Jinfeng Xu

Among distinctions, Edith C.-H. Ngai was awarded the ACM Senior Member recognition in 2016.

Best Publications

  • Green Internet of Things for Smart World

    Chunsheng Zhu;Victor C. M. Leung;Lei Shu;Edith C.-H. Ngai

  • Energy-Latency Tradeoff for Energy-Aware Offloading in Mobile Edge Computing Networks

    Jiao Zhang;Xiping Hu;Zhaolong Ning;Edith C.-H. Ngai

  • Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology

    Weili Chen;Zibin Zheng;Jiahui Cui;Edith Ngai

  • Internet of Things for Smart Cities: Interoperability and Open Data

    Bengt Ahlgren;Markus Hidell;Edith C.-H. Ngai

  • Cloud gaming: architecture and performance

    R. Shea;Jiangchuan Liu;Edith C.-H Ngai;Yong Cui

  • On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks

    Edith H. Ngai;Jiangchuan Liu;Michael Lyu

  • Stochastic Computation Offloading and Trajectory Scheduling for UAV-Assisted Mobile Edge Computing

    Jiao Zhang;Li Zhou;Qi Tang;Edith C.-H. Ngai

  • Exploiting Blockchain Data to Detect Smart Ponzi Schemes on Ethereum

    Weili Chen;Zibin Zheng;Edith Cheuk-Han Ngai;Peilin Zheng

  • A Survey on Mobile Social Networks: Applications, Platforms, System Architectures, and Future Research Directions

    Xiping Hu;Terry H. S. Chu;Victor C. M. Leung;Edith C.-H. Ngai

  • Real-time air pollution monitoring with sensors on city bus

    Sami Kaivonen;Edith C.-H. Ngai

  • An efficient intruder detection algorithm against sinkhole attacks in wireless sensor networks

    Edith C. H. Ngai;Jiangchuan Liu;Michael R. Lyu

  • A City-Wide Real-Time Traffic Management System: Enabling Crowdsensing in Social Internet of Vehicles

    Xiaojie Wang;Zhaolong Ning;Xiping Hu;Edith C.-H. Ngai

  • Multidimensional context-aware social network architecture for mobile crowdsensing

    Xiping Hu;Xitong Li;Edith C.-H. Ngai;Victor C.M. Leung

  • Joint Resource Allocation for Latency-Sensitive Services Over Mobile Edge Computing Networks With Caching

    Jiao Zhang;Xiping Hu;Zhaolong Ning;Edith C.-H. Ngai

  • SoNIC: classifying interference in 802.15.4 sensor networks

    Frederik Hermans;Olof Rensfelt;Thiemo Voigt;Edith Ngai

  • Trust- and clustering-based authentication services in mobile ad hoc networks

    E.C.H. Ngai;M.R. Lyu

  • Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things

    Farshid Hassani Bijarbooneh;Wei Du;Edith C.-H. Ngai;Xiaoming Fu

  • Global source mobility in the content-centric networking architecture

    Frederik Hermans;Edith Ngai;Per Gunningberg

  • Subtask Scheduling for Distributed Robots in Cloud Manufacturing

    Wenxiang Li;Chunsheng Zhu;Laurence T. Yang;Lei Shu

  • On providing location privacy for mobile sinks in wireless sensor networks

    Edith C.-H. Ngai;Ioana Rodhe

Frequent Co-Authors

Jiangchuan Liu
Jiangchuan Liu Simon Fraser University
Xiping Hu
Xiping Hu Lanzhou University
Victor C. M. Leung
Victor C. M. Leung Shenzhen University
Michael R. Lyu
Michael R. Lyu Chinese University of Hong Kong
Wendong Wang
Wendong Wang University of Science and Technology of China
Chunsheng Zhu
Chunsheng Zhu Southern University of Science and Technology
Bin Hu
Bin Hu Lanzhou University
thiemo voigt
thiemo voigt Uppsala University
Erol Gelenbe
Erol Gelenbe Institute of Theoretical and Applied Informatics
Lei Shu
Lei Shu Nanjing Agricultural University

External Links

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Best Scientists Citing Edith C.-H. Ngai

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Shenzhen University

Publications: 31

Xiping Hu

Xiping Hu

Lanzhou University

Publications: 27

Anfeng Liu

Anfeng Liu

Central South University

Publications: 23

Zhaolong Ning

Zhaolong Ning

Chongqing University of Posts and Telecommunications

Publications: 21

Chunsheng Zhu

Chunsheng Zhu

Southern University of Science and Technology

Publications: 20

Lin Zhang

Lin Zhang

Beihang University

Publications: 17

Laurence T. Yang

Laurence T. Yang

St. Francis Xavier University

Publications: 17

Xiapu Luo

Xiapu Luo

Hong Kong Polytechnic University

Publications: 16

Hong-Ning Dai

Hong-Ning Dai

Hong Kong Baptist University

Publications: 16

Feng Xia

Feng Xia

RMIT University

Publications: 15

Zibin Zheng

Zibin Zheng

Sun Yat-sen University

Publications: 15

Deniz Gunduz

Deniz Gunduz

Imperial College London

Publications: 15

H. Vincent Poor

H. Vincent Poor

Princeton University

Publications: 14

Jiangchuan Liu

Jiangchuan Liu

Simon Fraser University

Publications: 14

Jun Cheng

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Publications: 14

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Publications: 13

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