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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
93 · with their number of papers; shaded topics divide further
graph algorithms 1,366shortest path 726graph coloring 414graph partitioning 311planar graphs 276graph connectivity 257spectral graph theory 235graph isomorphism 224graph matching 213graph theory 199random walk 199steiner tree 188graph spanners 182random graphs 173expander graphs 167graph cut 160graph clustering 151minimum cut 141graph embedding 139graph minors 135metric graph theory 135graph classes 132spanning tree 130graph sparsification 128distance oracle 119subgraph isomorphism 116independent set 111graph decomposition 110centrality 108disjoint paths 91dominating set 91network analysis 78vertex cover 78subgraph counting 76random graph models 75dense subgraph discovery 74graph traversal 64graph separators 62graph homomorphism 61directed graph 59temporal graph 57topological graph theory 53graph exploration 44graph optimization 42graph structure theory 36graph sampling 35graph processing 33graph representation 33graph layout 32dense subgraph 26percolation 26graph signal processing 25cohesive subgraph mining 24graph mining 22graph learning 21connectivity problems 15random graph generation 14graph generation 13dense subgraph problems 11bidimensionality 10diffusion model 10graph ordering 10markov equivalence 8expansion properties 6network theory 5graph simplification 4
Show 27 smaller topics (under 10 papers each)
graph emulators 9reachability preservers 6absorbing markov chain 5connectivity constraints 5register allocation 5cycle consistency 4graph access structures 4matching and vertex cover 4path length 4probabilistic graphs 4similarity graph 4spanners and emulators 4topological descriptors 4constraint graph 3covering algorithm 3cut-matching game 3digraph 3fixation probability 3graph mapping 3graph propagation 3graph proximity 3graph synchronization 3metric decomposition 3monotone systems 3network intervention 3phylogenetic network 3road networks 3
Experts on Graph algorithms and graph theory
15,197 · 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