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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
Theoretical computer science›Algorithmic game theory and mechanism design
area
10,463 papers · 12,404 experts
Sub-topics
105 · with their number of papers; shaded topics divide further
mechanism design 1,008fair division 534equilibrium computation 467social choice 449matching 425regret minimization 403auction theory 239multi-armed bandit 236price of anarchy 226resource allocation 220revenue maximization 204stackelberg game 187incentive mechanism 168cooperative game theory 158welfare maximization 151market design 138congestion games 134market equilibrium 119influence maximization 118stochastic games 114security games 108zero-sum game 100equilibrium analysis 83coalition formation 80pricing 75repeated games 70dynamic pricing 66learning in games 65prediction markets 65non-cooperative game 59social welfare 51coalitional game 50network games 50imperfect information games 49preference elicitation 49online advertising 44evolutionary game theory 43decision theory 40online decision making 38pareto optimality 38game solving 35multi-agent systems 34bounded rationality 29social networks 29multi-player games 24incomplete information 20graph games 18game dynamics 16game-theoretic security 15profit maximization 15revenue management 14viral marketing 14negotiation 12strategy improvement 12externalities 11strategic behavior 11social cost minimization 10information exchange 7computational game theory 5information economics 4game representation 3market dynamics 3network economics 3solution concepts in games 3
Show 41 smaller topics (under 10 papers each)
combinatorial game theory 7performative prediction 6present bias 6price of anarchy and stability 6randomized strategies 6recommendation systems 6ridesharing 6efficiency of equilibria 5free-rider problem 5preference learning 5rationality 5self-correcting 5social cost 5demand response 4game-theoretic networking 4market segmentation 4preference reasoning 4pricing and revenue maximization 4protocol design 4rating systems 4resource sharing 4smooth games 4strategic interaction 4sybil resistance 4agreement theorem 3best-response algorithms 3consumer search 3coordination ratio 3distributional objectives 3dynamic traffic assignment 3forecasting 3game decomposition 3game-theoretic clustering 3incentive alignment 3inverse game theory 3limited randomness 3matching game 3price of uncertainty 3product ranking 3rational agents 3robust ranking 3
Experts on Algorithmic game theory and mechanism design
12,404 · 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