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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
Computer graphics and multimedia›Visual content generation and editing
area
6,896 papers · 15,052 experts
Sub-topics
79 · with their number of papers; shaded topics divide further
image editing 611image generation 4083d content creation 314video generation 279texture synthesis 270style transfer 251video editing 220image-to-image translation 2133d content generation 168talking head generation 136virtual try-on 126image colorization 1133d shape generation 90face editing 83image retargeting 763d scene generation 643d content editing 61layout generation 50image completion 47font generation 42image cropping 40sketch generation 39scene authoring 38image animation 37video retargeting 37avatar generation 363d scene editing 34image vectorization 32image outpainting 30vector graphics generation 28visual text generation 25camera control 20video-to-video translation 18diffusion model 16image recoloring 15material editing 15scene synthesis 15synthetic data generation 15appearance transfer 13example-based synthesis 12graphic design 12image and video editing 11latent space manipulation 11multi-view consistency 11portrait editing 11procedural content generation 11image and video generation 10visual effects 10controllable generation 9multimedia content creation 9multimodal content generation 8style control 8video authoring 7stylization 5fashion design 4artistic content generation 3face generation and editing 3
Show 22 smaller topics (under 10 papers each)
sketch simplification 8diagram generation 7generative adversarial network 7interactive editing 7thumbnail generation 73D GAN inversion 4autoregressive generation 4computer art 4feature-based warping 4pattern generation 4talking avatar generation 4video manipulation 4virtual production 43d-aware generative model 3image editing evaluation 3multimodal control 3prompt optimization 3QR code generation 3sketch beautification 3sketch extraction 3text generation 3virtual character generation 3
Experts on Visual content generation and editing
15,052 · 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