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
Sub-topics
79 · with their number of papers; shaded topics divide further
traffic analysis 618anonymity networks 453secure communication 358covert channel 227routing security 126wireless network security 107email security 48moving target defense 46firewall 42IP traceback 41network coding security 34protocol security 31malware propagation 30censorship resistance 27network security architecture 24attack resilience 21protocol reverse engineering 21cyber deception 19peer-to-peer network security 18intrusion detection and prevention 16network access control 13spam mitigation 12attack modeling 11security economics 11protocol state fuzzing 10source address validation 9spam 9network measurement 8physical-layer attack 8content filtering 7network scanning 6security modeling 6attack strategy 4censorship 4disinformation 4anonymity and privacy 3electronic warfare 3
Show 42 smaller topics (under 10 papers each)
blacklists 8packet classification 8topology obfuscation 8off-path attack 7peer-to-peer networks 7security metrics 7content verification 6eavesdropper 6network coding 6threat hunting 6dynamic defense 5enterprise network security 5HTTPS deployment 5NAT traversal 5anti-piracy 4attack propagation 4cooperation enforcement 4cybercrime 4few-shot learning 4local area network security 4middlebox security 4network configuration verification 4network resilience 4publish/subscribe security 4rumor source detection 4secure collaboration 4unobservable communication 4wireless sensor networks 4admission control 3belief propagation 3cognitive radio networks 3DFA compression 3jamming and interference attacks 3kullback-leibler divergence 3link encryption 3network partitioning 3QUIC 3SSL acceleration 3traffic filtering 3traffic inspection 3traffic shaping 3vehicular ad hoc networks 3
Experts on Network security
13,900 · 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