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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›Hardware accelerators and domain-specific architectures
area
6,044 papers · 15,594 experts
Sub-topics
99 · with their number of papers; shaded topics divide further
machine learning accelerator 1,478cryptographic accelerator 235systolic array 234domain-specific accelerator 153accelerator architecture 72graph processing accelerator 58algorithm-hardware co-design 46neural architecture search 45bioinformatics accelerator 43image processing accelerator 43vision accelerator 40signal processing accelerator 38edge accelerator 32sparse matrix multiplication accelerator 31network accelerator 26approximate computing accelerator 24spatial architecture 24tensor accelerator 22video coding accelerator 22matrix-vector multiplication 21database accelerator 19neural network hardware 17accelerator integration 16analog computing accelerator 15scientific computing accelerator 15quantization 14dataflow optimization 13in-sensor computing 13network function acceleration 13pattern matching accelerator 13sparse computation 12sparsity exploitation 12data reuse optimization 11neural rendering accelerator 11discrete fourier transform 10photonic accelerator 10efficient inference 9many-core accelerator 9model compression 9robotics accelerator 9accelerator offloading 8neural network mapping 8data-parallel accelerator 6edge intelligence 6security accelerator 6video processing accelerator 5query processing 4accelerator orchestration 3training acceleration 3
Show 50 smaller topics (under 10 papers each)
computation reuse 9accelerator programming models 8dataflow mapping 8irregular application acceleration 8lab-on-a-chip 8error compensation 7accelerator optimization 6optical data processing 6redundant computation elimination 6video decoder 6accelerator utilization 5hardware-software interface 5image processing pipeline 5neural network implementation 5optical flow computation 5polynomial evaluation 5deep learning 4domain-specific compilers 4domain-specific optimization 4hardware-aware optimization 4kernel generation 4nearest neighbor search 4transfer learning 4accelerator security 3analog/mixed-signal accelerator 3buffer memory optimization 3constraint satisfaction 3correlation technique 3cryptographic implementation 3data-parallel acceleration 3database query acceleration 3decision tree classifier 3digital filter realization 3display technology 3DMA engine 3early-exit neural network 3edge detection 3face detection 3feature selection 3FFT-based convolution 3interactive debugging 3memory-constrained training 3mobile processor acceleration 3neural network control 3point cloud processing 3quadratic programming solver 3signal processing machines 3tensor program optimization 3video encoding 3wafer-scale architecture 3
Experts on Hardware accelerators and domain-specific architectures
15,594 · 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