Demo Data from SIGIR 2026 / recruitment
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
Databases, data mining, and information retrieval›Knowledge graphs
area
3,275 papers · 8,362 experts
Sub-topics
69 · with their number of papers; shaded topics divide further
link prediction 634knowledge graph embedding 463knowledge graph construction 352entity linking 189knowledge graph reasoning 138knowledge graph querying 89temporal knowledge graph 73taxonomy construction 53ontology 45knowledge graph alignment 41multimodal knowledge graph 41semantic web 39knowledge base integration 30taxonomy expansion 28knowledge graph analytics 20knowledge base population 17knowledge graph exploration 16knowledge graph retrieval 16query embedding 15knowledge graph augmentation 14knowledge graph quality 13relation extraction 13knowledge graph mining 12domain-specific knowledge graph 11taxonomy 9knowledge graph-augmented language model 7knowledge graph explanation 5relation learning 4knowledge graph management 3knowledge graph validation 3
Show 39 smaller topics (under 10 papers each)
scene graph 9commonsense knowledge graph 8distant supervision 8knowledge base linking 8label disambiguation 8concept hierarchy 6semantic enrichment 6semantic network 6commonsense knowledge 5concept graph 5graph-based reasoning 5knowledge graph grounding 5semantic graph construction 5taxonomy enrichment 5uncertain knowledge graph 5co-occurrence graph 4concept relatedness 4explainable reasoning 4hyper-relational knowledge graph 4knowledge exploration 4knowledge graph distillation 4knowledge graph pretraining 4knowledge-enhanced learning 4multi-view graph representation learning 4relational similarity 4causal knowledge graph 3collaborative knowledge graph 3constrained decoding 3entity and relation linking 3entity representation 3entity representation learning 3hierarchical reasoning 3hypergraph embedding 3knowledge base exploitation 3knowledge graph foundation models 3logical reasoning 3long tail entities 3multi-relational data 3multilingual knowledge base 3
Experts on Knowledge graphs
8,362 · 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