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Reviewers in the wild
The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.
Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021
Artificial intelligence and machine learning
419,855 active · 726,626 total · 856,312 papers
NeurIPS · AAAI · ESWA · CVPR · ICML · EAAI
Graphics, computer vision, multimedia, augmented reality and games
220,290 active · 419,218 total · 473,177 papers
AAAI · ICASSP · MTA · CVPR · INTERSPEECH · ICCV
Applied, interdisciplinary, general and emerging computing
306,612 active · 637,688 total · 436,260 papers
TGARS · IGARSS · TITS · TII · CogSci · Bioinformatics
Systems, architecture and hardware
148,087 active · 345,638 total · 325,499 papers
IROS · ICRA · VTC · ISCAS · TJSC · IECON
Computer networks
105,468 active · 214,616 total · 249,845 papers
IOT · ICC · GLOBECOM · TWC · TCOM · TMC
Databases, data management, data science and information retrieval
134,049 active · 269,256 total · 249,104 papers
IEEE BigData · CIKM · SIGKDD · TKDE · AEI · SIGIR
Theory of computation
38,447 active · 105,648 total · 202,645 papers
TIT · TCS · DAM · SODA · STOC · ICALP
Human-computer interaction and ubiquitous computing
114,847 active · 268,055 total · 198,672 papers
CHI · SMC · TSMC · SIGCSE · PACMHCI · IJHCI
Software engineering, systems software and programming languages
76,605 active · 178,952 total · 173,661 papers
DATE · COMPSAC · CoDIT · PACM PL · TSC · JSS
Security and privacy
57,527 active · 109,981 total · 102,399 papers
TIFS · TDSC · USENIX Security · TrustCom · CCS · JISA
Experts by expertise
The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence
231,922 experts · 238,182 papers
33 areas · 23,066 topics
Theoretical computer science
84,688 experts · 103,442 papers
15 areas · 12,358 topics
Computer architecture, parallel and distributed computing, and storage systems
119,266 experts · 88,175 papers
18 areas · 10,819 topics
Computer graphics and multimedia
99,217 experts · 74,150 papers
13 areas · 7,821 topics
Computer networks
79,947 experts · 72,281 papers
18 areas · 9,664 topics
Databases, data mining, and information retrieval
83,822 experts · 68,869 papers
17 areas · 7,059 topics
Network and information security
67,706 experts · 53,290 papers
15 areas · 5,550 topics
Interdisciplinary, comprehensive, and emerging computing
111,858 experts · 46,353 papers
9 areas · 5,108 topics
Human-computer interaction and pervasive computing
77,670 experts · 43,820 papers
16 areas · 4,757 topics
Software engineering, system software, and programming languages
53,122 experts · 40,802 papers
14 areas · 4,459 topics
Sub-topics
97 · with their number of papers; shaded topics divide further
augmented reality 772immersive interaction 668mixed reality 188virtual reality 158depth perception 84virtual environment 83telepresence 71immersive visualization 69cybersickness 683d display 67locomotion 59presence 58eye tracking 47near-eye display 46augmented reality display 43tracking 43pose estimation 42immersive display 39embodiment 38immersive video 38avatar 34immersive audio 31metaverse 26virtual humans 22immersive experience 21immersive media 213d video 20virtual agents 17locomotion interfaces 16navigation 16locomotion techniques 15tracking and registration 15surgical simulation 14user experience 14spatial perception 12immersive rendering 11viewport prediction 11visual realism 10immersive content generation 9haptics 8teleoperation 8occlusion 7avatar rendering 5collaborative and social computing 5immersive streaming 5interactive storytelling 5medical training 5medical virtual reality 5multi-user interaction 5auditory perception 4spatial cognition 4spatial interaction 4calibration and registration 3display 3learning and educational technologies 3
Show 42 smaller topics (under 10 papers each)
motion-to-photon latency 9visual guidance 8fiducial markers 7head motion prediction 7latency compensation 7visual fatigue 7depth sensation enhancement 6virtual prototyping 6volumetric capture 6archaeological site reconstruction 5attention guidance 5games and playful interaction 5interior design 5situation awareness 5wide field of view 53d web content 4augmented environments 4depth adjustment 4digital twin 4fiducial marker system 4health and well-being technologies 4hybrid user interface 4industrial design 4interactive installation 4motion cueing 4multisensory experience 4virtual characters 4AR/VR security 3auditory distance perception 3building information modeling 3cross-reality 3extended reality privacy 3gamification 3gesture interaction 3human factors 3mixed reality headset 3motion platform 3museum exhibit 3performing arts 3scene transition 3training transfer 3visual simulation 3
Experts on Virtual and augmented reality
14,567 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years), summed over the area's topics