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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
Human-computer interaction and pervasive computing›Human-AI interaction
area
4,053 papers · 12,695 experts
Sub-topics
72 · with their number of papers; shaded topics divide further
conversational agents 181human-AI collaboration 164explainable AI 142affective computing 104interactive machine learning 77virtual agents 59AI-assisted decision-making 51trust in AI 48decision support 47GUI agent 37mixed-initiative interaction 37generative AI 32human-AI co-creation 31voice assistants 30human-in-the-loop 29LLM-based agents 25large language model interaction 24AI-assisted writing 22intelligent user interfaces 22human-agent interaction 21prompt engineering 20algorithmic decision-making 18conversational interaction 18algorithmic transparency 17human-centered AI 15human feedback 14AI-assisted creativity 13AI-mediated communication 13user perception of AI 12large language models 11responsible AI 10intelligent assistant 9recommender system 9computer agents 8AI agent 6multi-agent interaction 6human decision-making 5reliance on AI 5conversational systems 4AI-mediated work 3automation 3
Show 31 smaller topics (under 10 papers each)
AI adoption 9algorithmic auditing 9human-computer integration 6algorithmic experience 5human-automation collaboration 5interactive content creation 5speech synthesis 5trust and reliance 5user simulation 5AI for social good 4communication skills training 4creative AI 4hybrid intelligence 4proactive interaction 4stakeholder perspectives 4user comprehension 4AI intervention 3co-creative design 3cognitive bias 3computational creativity 3human attention 3human-machine comparison 3information needs 3next speaker prediction 3privacy preservation 3professional identity 3simulation-based evaluation 3system transparency 3trust in e-commerce 3user intent 3vision language model 3
Experts on Human-AI interaction
12,695 · 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