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
Computer architecture, parallel and distributed computing, and storage systems›Electronic design automation›hardware verification and test
topic
3,261 papers · 4,687 experts
Sub-topics
73 · with their number of papers; shaded topics divide further
hardware verification 930test generation 680fault diagnosis 410formal verification 314design for testability 277fault detection 203fault simulation 195logic simulation 157fault modeling 156delay fault testing 150fault coverage 124test data compression 101timing verification 72memory testing 70functional verification 67test compaction 63test response compaction 58sequential circuit testing 57test scheduling 50processor verification 47test application time reduction 45post-silicon debug 38system-on-chip testing 35testability analysis 34random testing 26low-power testing 24online testing 24analog circuit testing 23fault analysis 22debugging 21combinational circuit testing 19fault testing 19VLSI testing 18coverage-driven verification 163-D IC testing 15analog and mixed-signal test 14board-level testing 14test data volume reduction 13design validation 12analog/mixed-signal verification 11coverage analysis 10diagnosis 10functional testing 10verilog generation 10reverse engineering 8static analysis 6pattern matching 5concurrent checking 4specification mining 4testability improvement 3
Show 23 smaller topics (under 10 papers each)
hazard detection 8adaptive test 6design-for-debug 6static noise analysis 6aliasing 5asynchronous circuit testing 5exhaustive testing 5fault collapsing 5fault-detection experiment 5performance verification 5signal probability computation 5system-level testing 5aliasing reduction 4coverage-guided fuzzing 4fault dictionary 4hazard analysis 4synchronizing sequence 4test cost modeling 4test specification development 4fault emulation 3signature computation 3silicon validation 3test length estimation 3
Experts on hardware verification and test
4,687 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)