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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
92 · with their number of papers; shaded topics divide further
finite automata 434petri nets 191regular languages 191tree automata 170formal grammars 155context-free languages 151timed automata 148pushdown automata 137parsing 102cellular automata 101grammatical inference 100equivalence problem 99probabilistic automata 84weighted automata 76grammar formalisms 74turing machines 70transducers 60l systems 54omega-automata 42graph grammars 41tree transducers 40tree adjoining grammar 33counter machines 32semigroup theory 29infinite words 25infinite-state systems 24query learning 24register automata 24alternating automata 23categorial grammar 23formal power series 23parsing algorithms 23regular games 23probabilistic grammars 22tree languages 22language learning 20algebraic automata theory 17descriptional complexity 17membrane computing 17symbolic dynamics 15language recognition 14number systems 14semilinear sets 13congruence 10decidability and complexity 10formal language classes 10probabilistic transition systems 10string rewriting 9transductions 9formal description techniques 8algebraic language theory 7finite-state models 7grammar transformation 7automata-based reasoning 6automata over infinite alphabets 4formal language operations 4formal translations 4automata algorithms 3automata on infinite objects 3
Show 33 smaller topics (under 10 papers each)
graph automata 9equivalence and containment 7logic and automata 7protocol specification 7wreath products 7automata synthesis 6automorphism 6density 6observability 6saturation 6tile assembly 6conformance testing 5dataflow networks 5flowchart schemes 5protocol modeling 5signal-flow graphs 5stochastic machines 5syntactic pattern recognition 5parikh automata 4parikh image 4sequence modeling 4splicing systems 4unique decodability 4compilation 3determinism 3formal language representation 3language generation 3method of moments 3pushdown stores 3rational cones 3recurrent neural networks 3solution sets of equations 3wang tiles 3
Experts on Automata and formal languages
5,726 · 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