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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
Computer architecture, parallel and distributed computing, and storage systems›GPUs and heterogeneous computing
area
3,557 papers · 9,673 experts
Sub-topics
61 · with their number of papers; shaded topics divide further
GPU computing 884GPU architecture 140GPU memory management 126multi-GPU computing 98GPU graph processing 85GPU scheduling 68GPU kernel optimization 65GPU programming 58GPU sharing 55CPU-GPU heterogeneous computing 47heterogeneous architecture 38GPU resource management 37GPU query processing 30graphics accelerator 30GPU microarchitecture 29GPU rendering 29GPU power management 23control flow divergence 22GPU reliability 22graphics hardware 21GPU security 16heterogeneous supercomputing 16graph neural network training 15GPU performance optimization 13GPU training 13heterogeneous programming models 13GPU communication 12GPU database system 12GPU kernel 11GPU runtime systems 11GPU-accelerated bioinformatics 11GPU-accelerated scientific computing 11GPU memory 10deep learning on GPUs 9GPU performance analysis 9GPU-accelerated data processing 9heterogeneous cluster computing 9heterogeneous computing systems 9embedded GPU 8packet processing 7GPU cache 6GPU compilation 6GPU memory access 5GPU-accelerated machine learning 5
Show 17 smaller topics (under 10 papers each)
heterogeneous parallel programming 8GPU storage access 6preemption 6GPU power modeling 5heterogeneous resources 5CPU-GPU power management 4GPU transactional memory 4gradient computation 4spatial index 4collaborative rendering 3GPU and heterogeneous computing 3heterogeneous query processing 3kernel selection 3prefill-decode disaggregation 3ray tracing 3top-k selection 3vision processing 3
Experts on GPUs and heterogeneous computing
9,673 · 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