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 graphics and multimedia›Computational photography and imaging
area
5,942 papers · 10,725 experts
Sub-topics
110 · with their number of papers; shaded topics divide further
camera calibration 367high dynamic range imaging 291light field imaging 198image stitching 170color constancy 160intrinsic image decomposition 145illumination estimation 141photometric stereo 136tone mapping 100event camera 93polarization imaging 90image signal processing 86projector-camera systems 86depth estimation 83time-of-flight imaging 66non-line-of-sight imaging 63event-based vision 543d scanning 53panoramic imaging 51spectral imaging 48snapshot compressive imaging 47depth sensing 46omnidirectional imaging 46projection mapping 44image formation 43camera geometry 42illumination modeling 39reflectance acquisition 39light field display 37tomographic imaging 35image relighting 34image-based modeling 34phase retrieval 34camera model 26depth of field 263d imaging 24multi-perspective imaging 23low-light imaging 21single-photon imaging 21depth imaging 20image acquisition 20color imaging 193d vision 18image aesthetics 18shape and reflectance estimation 18photometric analysis 16camera localization 15holography 14high-speed imaging 13acoustic imaging 12microscopy imaging 12smartphone photography 12underwater imaging 12active vision 11focus measure 11active illumination 10computational photography 10illumination analysis 10illumination editing 10magnetic resonance imaging 10image display 8time-lapse imaging 6color science 4image sensor 4omnidirectional camera 4physics-based vision 4camera characterization 3computational optics 3photo collections 3
Show 41 smaller topics (under 10 papers each)
aerial imagery 9diffusion tensor imaging 8dual-pixel imaging 8focal stack 8multimodal imaging 8RANSAC 8illumination change 7plenoptic function 7dynamic scene capture 6speckle imaging 6view recommendation 6wide field-of-view imaging 6high-resolution imaging 5photometric modeling 5reconstruction 5spatial light modulator 5adaptive compressed sensing 4aerial path planning 4camera parameter optimization 4geometric warping 4neuromorphic imaging 4photography assistance 4satellite imagery 4sensor design 4spectral reflectance 4street view imagery 4appearance control 3astronomical imaging 3defocus estimation 3image-adaptive 3d lookup table 3multi-sensor imaging 3panoramic imagery 3phase shifting 3portrait photography 3PTZ camera 3retinex model 3robust geometric model fitting 3visual vibrometry 3wavefront reconstruction 3wavefront sensing 3x-ray imaging 3
Experts on Computational photography and imaging
10,725 · 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