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University · Guangzhou · China

Guangzhou Panyu Polytechnic

In research, Guangzhou Panyu Polytechnic stands highest in Physical Sciences (#6,327 of 12,888 worldwide), Computer Science (#2,776 of 4,667 worldwide) and Engineering (#4,495 of 6,636 worldwide), 2022–2025. Relative to its size it is most specialised in Artificial Intelligence — Artificial Intelligence is 4.5× its share of world research.

gzpyp.edu.cnROR OpenAlex
World rank, 2022–2025
#8,939
of 28,054 · #17,435 all time
Rank in China
#1,707
of 3,058
Research works
1.5k
▲ 11% vs 2013–17
Citations
4k
2.6 per fractional work
Top-10% rate
17.3%
record average 16.5%
Open access
18%
world 28%

What is Guangzhou Panyu Polytechnic 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
Physical SciencesDomain #6,327 of 12,888 15.6%198 #11367
Computer ScienceField #2,776 of 4,667 14.1%77 #4835
EngineeringField #4,495 of 6,636 15.8%78 #8389
Social SciencesDomain #7,264 of 10,521 23.5%62 #11735

Each strip is that field’s whole ranked pool, with the notch where Guangzhou Panyu Polytechnic 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. Physical Sciences#11,367 #6,327
  2. Computer Science#4,835 #2,776
  3. Engineering#8,389 #4,495
  4. Social Sciences#11,735 #7,264
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 Guangzhou Panyu Polytechnic specialise in?

Where its research is concentrated relative to its size: Artificial Intelligence takes 4.5× the share of its output that it takes of world research.

  1. Artificial IntelligenceSubfield · 32.2 works4.5×
← 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: 0.77× its world share, 11 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.28× its world share, 4 worksBiochemistry, Geneti…Immunology and Microbiology: 0.05× its world share, 0 worksImmunology and Micro…Neuroscience: 0.49× its world share, 2 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.41× its world share, 0 worksPharmacology, Toxico…Chemical Engineering: 1.41× its world share, 2 worksChemical EngineeringChemistry: 0.52× its world share, 2 worksChemistryComputer Science: 3.38× its world share, 78 worksComputer ScienceEarth and Planetary Sciences: 1.01× its world share, 5 worksEarth and Planetary …Energy: 1.06× its world share, 3 worksEnergyEngineering: 1.77× its world share, 78 worksEngineeringEnvironmental Science: 0.64× its world share, 9 worksEnvironmental ScienceMaterials Science: 1.14× its world share, 12 worksMaterials ScienceMathematics: 0.93× its world share, 3 worksMathematicsPhysics and Astronomy: 0.98× its world share, 6 worksPhysics and AstronomyDentistry: 0.55× its world share, 1 worksDentistryHealth Professions: 0.48× its world share, 4 worksHealth ProfessionsMedicine: 0.21× its world share, 12 worksMedicineNursing: 0.37× its world share, 0 worksNursingArts and Humanities: 0.66× its world share, 6 worksArts and HumanitiesBusiness, Management and Accounting: 1.57× its world share, 15 worksBusiness, Management…Decision Sciences: 1.89× its world share, 5 worksDecision SciencesEconomics, Econometrics and Finance: 0.85× its world share, 5 worksEconomics, Econometr…Psychology: 0.85× its world share, 8 worksPsychologySocial Sciences: 0.61× its world share, 23 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.4×. Every wedge is a field page.

Who are the top researchers at Guangzhou Panyu Polytechnic?

Ranked on the composite score, Dan Deng lead among researchers whose main affiliation is Guangzhou Panyu Polytechnic.

  1. 1 Dan Deng China · #1,045,071 worldwide 55 citations · 16 works
All ranked researchers at Guangzhou Panyu Polytechnic

Which keywords describe research at Guangzhou Panyu Polytechnic?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Internet of Things, Artificial Intelligence, Data Mining, Neural Networks, Cloud Computing and Wireless Sensor Networks.

▲ 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 Learning51▲ 5.1×65 topics
  2. Machine Learning33▲ 3.4×53 topics
  3. Artificial Intelligence23▲ 5.6×22 topics
  4. Internet of Things20▲ 8.0×20 topics
  5. Neural Networks18▲ 4.0×26 topics
  6. Data Mining16▲ 7.1×9 topics
  7. Cloud Computing12▲ 14×9 topics
  8. Wireless Sensor Networks10▲ 7.7×11 topics
  9. Online Education8▲ 14×3 topics
  10. Physical Education8▲ 21×2 topics
  11. Remote Sensing7▲ 2.0×18 topics
  12. Multimedia Teaching7▲ 74×1 topic
  13. Teaching Evaluation7▲ 74×1 topic
  14. Mechanical Properties7▲ 2.5×22 topics
  15. Big Data Analytics7▲ 11×4 topics
  16. Healthcare7▲ 1.99×10 topics
  17. Big Data6▲ 2.4×15 topics
  18. Convolutional Neural Networks6▲ 2.8×12 topics
  19. Economic Growth6▲ 2.4×10 topics
  20. Logistics6▲ 13×2 topics
  21. Classification5▲ 3.9×7 topics
  22. Supply Chain5▲ 7.8×3 topics
  23. Anomaly Detection5▲ 5.4×5 topics
  24. Support Vector Machines5▲ 4.8×5 topics
  25. Representation Learning4▲ 11×3 topics
  26. IoT Security4▲ 4.5×3 topics
  27. International Trade4▲ 9.8×2 topics
  28. Collision Avoidance4▲ 7.5×4 topics
  29. Feature Selection4▲ 6.2×5 topics
  30. Neural Network4▲ 7.2×7 topics
  31. Virtual Reality Technology4▲ 44×3 topics
  32. Semi-Supervised Learning4▲ 12×2 topics
  33. Human-Computer Interaction4▲ 7.2×4 topics
  34. Graph Convolutional Networks4▲ 11×2 topics
  35. Multimedia Technology4▲ 18×2 topics
  36. Digital Technologies3▲ 8.2×2 topics
  37. Cross-Border E-Commerce3▲ 22×1 topic
  38. Fuzzy Theory3▲ 22×1 topic
  39. Order Picking3▲ 20×1 topic
  40. Regional Planning3▲ 14×2 topics

Which research topics does Guangzhou Panyu Polytechnic publish most on?

By volume in 2022–2025: Educational Technology and Pedagogy, E-commerce and Technology Innovations, Advanced Manufacturing and Logistics Optimization and Innovative Educational Techniques.

Educational Technology a…7Educational Technology and Pedagogy: 7 fractional worksE-commerce and Technology Innovations: 3 fractional worksAdvanced Manufacturing and Logistics Optimization: 3 fractional worksInnovative Educational Techniques: 3 fractional worksNetwork Security and Intrusion Detection: 3 fractional worksRobotic Path Planning Algorithms: 2 fractional worksDomain Adaptation and Fe…2Domain Adaptation and Few-Shot Learning: 2 fractional worksIndustrial Vision Systems and Defect Detection: 2 fractional worksGrey System Theory Applications: 2 fractional worksAI and Big Data Applicat…2AI and Big Data Applications: 2 fractional works
Artificial IntelligenceBusiness and International ManagementIndustrial and Manufacturing EngineeringEducation4 others

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

  1. 1 Educational Technology and Pedagogy Artificial Intelligence 7 works
  2. 2 E-commerce and Technology Innovations Business and International Management 3 works
  3. 3 Advanced Manufacturing and Logistics Optimization Industrial and Manufacturing Engineering 3 works
  4. 4 Innovative Educational Techniques Education 3 works
  5. 5 Network Security and Intrusion Detection Computer Networks and Communications 3 works
  6. 6 Robotic Path Planning Algorithms Computer Vision and Pattern Recognition 2 works
  7. 7 Domain Adaptation and Few-Shot Learning Artificial Intelligence 2 works
  8. 8 Industrial Vision Systems and Defect Detection Industrial and Manufacturing Engineering 2 works
  9. 9 Grey System Theory Applications Management Science and Operations Research 2 works
  10. 10 AI and Big Data Applications Information Systems 2 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 available18.4%not open81.6%

World: 28% of research is openly available.

with international co-authors4.7%domestic only95.3%

World: 19% is written across borders.

How has Guangzhou Panyu Polytechnic's research output changed?

Output in 2018–2022 was 11% higher than in 2013–2017.

2005201020152020
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 Guangzhou

All research institutions in Guangzhou

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.