Science Explorer Interactive view Map
University · Shenzhen · China

Shenzhen Research Institute of Big Data

In research, Shenzhen Research Institute of Big Data stands highest in Engineering (#865 of 6,636 worldwide), Physical Sciences (#3,060 of 12,888 worldwide) and Computer Science (#1,366 of 4,667 worldwide), 2022–2025. Relative to its size it is most specialised in Aerospace Engineering, Computer Networks and Communications and Computer Vision and Pattern Recognition — Aerospace Engineering is 7.1× its share of world research.

sribd.cnROR OpenAlex
World rank, 2022–2025
#4,251
of 28,054 · #9,271 all time
Rank in China
#974
of 3,058
Research works
613
▲ 1546% vs 2013–17
Citations
16k
25.5 per fractional work
Top-10% rate
34.7%
record average 16.5%
Open access
28%
world 28%

What is Shenzhen Research Institute of Big Data known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
EngineeringField #865 of 6,636 35.6%150 #2512
Physical SciencesDomain #3,060 of 12,888 34.4%323 #6269
Computer ScienceField #1,366 of 4,667 35.0%148 #1743
Electrical and Electronic EngineeringSubfield #773 of 2,318 31.7%64 —
Artificial IntelligenceSubfield #733 of 1,884 35.0%62 —

Each strip is that field’s whole ranked pool, with the notch where Shenzhen Research Institute of Big Data sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022–2025. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Engineering#2,512 #865
  2. Physical Sciences#6,269 #3,060
  3. Computer Science#1,743 #1,366
all time2022–2025, better2022–2025, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

What does Shenzhen Research Institute of Big Data specialise in?

Where its research is concentrated relative to its size: Aerospace Engineering takes 7.1× the share of its output that it takes of world research.

  1. Aerospace EngineeringSubfield · 33.0 works7.1×
  2. Computer Networks and CommunicationsSubfield · 25.0 works7.1×
  3. Computer Vision and Pattern RecognitionSubfield · 33.1 works6.6×
  4. Artificial IntelligenceSubfield · 62.4 works6.5×
  5. Computer ScienceField · 148.0 works4.8×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.06× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.68× its world share, 14 worksBiochemistry, Geneti…Immunology and Microbiology: 0.06× its world share, 0 worksImmunology and Micro…Neuroscience: 1.06× its world share, 7 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.24× its world share, 0 worksPharmacology, Toxico…Chemistry: 0.04× its world share, 0 worksChemistryComputer Science: 4.81× its world share, 148 worksComputer ScienceEarth and Planetary Sciences: 0.26× its world share, 2 worksEarth and Planetary …Energy: 0.22× its world share, 1 worksEnergyEngineering: 2.54× its world share, 150 worksEngineeringEnvironmental Science: 0.17× its world share, 3 worksEnvironmental ScienceMaterials Science: 0.37× its world share, 5 worksMaterials ScienceMathematics: 2.02× its world share, 9 worksMathematicsPhysics and Astronomy: 0.45× its world share, 4 worksPhysics and AstronomyDentistry: 0.09× its world share, 0 worksDentistryHealth Professions: 0.13× its world share, 1 worksHealth ProfessionsMedicine: 0.21× its world share, 16 worksMedicineNursing: 0.20× its world share, 0 worksNursingArts and Humanities: 0.02× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.95× its world share, 12 worksBusiness, Management…Decision Sciences: 1.61× its world share, 6 worksDecision SciencesEconomics, Econometrics and Finance: 0.68× its world share, 6 worksEconomics, Econometr…Psychology: 0.20× its world share, 2 worksPsychologySocial Sciences: 0.11× its world share, 5 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.8×. Every wedge is a field page.

Who are the top researchers at Shenzhen Research Institute of Big Data?

Ranked on the composite score, Xiang Wan, Guangxu Zhu and Hang Li lead among researchers whose main affiliation is Shenzhen Research Institute of Big Data.

  1. 1 Xiang Wan China · #23,417 worldwide 529 citations · 54 works
  2. 2 Guangxu Zhu China · #332,206 worldwide 269 citations · 68 works
  3. 3 Hang Li China · #352,100 worldwide 282 citations · 84 works
  4. 4 Haofeng Li China · #415,210 worldwide 77 citations · 31 works
  5. 5 Wenqiang Pu China · #504,216 worldwide 67 citations · 21 works
  6. 6 Xiang Wan China · #1,129,355 worldwide 29 citations · 26 works
  7. 7 Changmiao Wang China · #1,275,370 worldwide 36 citations · 41 works
  8. 8 Lianmin Zhang China · #1,423,691 worldwide 30 citations · 19 works
All ranked researchers at Shenzhen Research Institute of Big Data

Which keywords describe research at Shenzhen Research Institute of Big Data?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Energy Efficiency, Convolutional Neural Networks, Machine Learning, Wireless Sensor Networks, Wireless Communications and Beamforming.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Deep Learning79▲ 5.8×72 topics
  2. Machine Learning40▲ 3.1×60 topics
  3. Neural Networks38▲ 6.2×30 topics
  4. Energy Efficiency30▲ 8.0×14 topics
  5. Convolutional Neural Networks30▲ 10×14 topics
  6. Wireless Sensor Networks17▲ 9.4×11 topics
  7. Wireless Communications15▲ 22×5 topics
  8. Beamforming14▲ 33×4 topics
  9. Wireless Networks13▲ 22×9 topics
  10. Sparse Representation13▲ 17×6 topics
  11. Convex Optimization13▲ 41×5 topics
  12. Heterogeneous Networks12▲ 31×2 topics
  13. MIMO Systems12▲ 38×2 topics
  14. Massive MIMO12▲ 36×3 topics
  15. Channel Estimation12▲ 35×4 topics
  16. Wireless Communication11▲ 19×5 topics
  17. Spectral Efficiency11▲ 44×2 topics
  18. Feature Extraction11▲ 6.1×10 topics
  19. Cellular Networks10▲ 54×1 topic
  20. Interference Alignment10▲ 54×1 topic
  21. Deep Neural Networks9▲ 21×3 topics
  22. Channel Modeling9▲ 18×5 topics
  23. Hidden Markov Models9▲ 39×2 topics
  24. Acoustic Modeling8▲ 57×1 topic
  25. Speaker Verification8▲ 57×1 topic
  26. Sensor Networks8▲ 8.4×5 topics
  27. Audio-Visual Speech Recognition8▲ 38×1 topic
  28. Speech Enhancement8▲ 38×1 topic
  29. Medical Image Analysis8▲ 11×4 topics
  30. Inertial Sensors8▲ 29×2 topics
  31. Intelligent Reflecting Surfaces8▲ 49×1 topic
  32. Non-Orthogonal Multiple Access8▲ 49×1 topic
  33. Indoor Localization7▲ 42×1 topic
  34. RF-Based Positioning7▲ 42×1 topic
  35. Transfer Learning7▲ 9.5×3 topics
  36. Energy Management7▲ 9.9×2 topics
  37. Representation Learning7▲ 12×3 topics
  38. Antenna6▲ 19×1 topic
  39. Microstrip6▲ 19×1 topic
  40. Security and Privacy6▲ 8.6×3 topics

Which research topics does Shenzhen Research Institute of Big Data publish most on?

By volume in 2022–2025: Advanced MIMO Systems Optimization, Speech Recognition and Synthesis, Speech and Audio Processing and Advanced Wireless Communication Technologies.

Advanced MIMO Systems Op…10Advanced MIMO Systems Optimization: 10 fractional worksSpeech Recognition and S…8Speech Recognition and Synthesis: 8 fractional worksSpeech and Audio Processing: 8 fractional worksAdvanced Wireless Commun…8Advanced Wireless Communication Technologies: 8 fractional worksIndoor and Outdoor Local…7Indoor and Outdoor Localization Technologies: 7 fractional worksAntenna Design and Analysis: 6 fractional worksSparse and Compressive Sensing Techniques: 6 fractional worksPrivacy-Preserving Techn…5Privacy-Preserving Technologies in Data: 5 fractional worksEnergy Harvesting in Wireless Networks: 5 fractional worksAdvanced Neural Network Applications: 5 fractional works
Electrical and Electronic EngineeringArtificial IntelligenceSignal ProcessingAerospace Engineering2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Advanced MIMO Systems Optimization Electrical and Electronic Engineering 10 works
  2. 2 Speech Recognition and Synthesis Artificial Intelligence 8 works
  3. 3 Speech and Audio Processing Signal Processing 8 works
  4. 4 Advanced Wireless Communication Technologies Electrical and Electronic Engineering 8 works
  5. 5 Indoor and Outdoor Localization Technologies Electrical and Electronic Engineering 7 works
  6. 6 Antenna Design and Analysis Aerospace Engineering 6 works
  7. 7 Sparse and Compressive Sensing Techniques Computational Mechanics 6 works
  8. 8 Privacy-Preserving Technologies in Data Artificial Intelligence 5 works
  9. 9 Energy Harvesting in Wireless Networks Electrical and Electronic Engineering 5 works
  10. 10 Advanced Neural Network Applications Computer Vision and Pattern Recognition 5 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available28.5%not open71.5%

World: 28% of research is openly available.

with international co-authors46.5%domestic only53.5%

World: 19% is written across borders.

How has Shenzhen Research Institute of Big Data's research output changed?

Output in 2018–2022 was 1546% higher than in 2013–2017.

20152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Shenzhen

All research institutions in Shenzhen

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.