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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
Sub-topics
247 · with their number of papers; shaded topics divide further
MIMO 2,542modulation 1,675channel estimation 1,331signal processing for communications 1,249fading channels 1,193spread spectrum 991beamforming 985channel coding 922reconfigurable intelligent surface 856equalization 723channel modeling 673signal detection 654code-division multiple access 627physical layer security 621power allocation 552multiple access 541synchronization 511diversity combining 416cooperative communication 398channel state information 387error probability analysis 342outage probability 311optical communication 267receiver design 240free-space optical communication 221interference cancellation 216channel coding and estimation 210antenna arrays 206optical wireless communication 192radio propagation 186interference suppression 170interference alignment 165full-duplex communication 164relaying 160digital subscriber line 159semantic communication 159diversity 152spectral efficiency 149modulation and detection 138multiple-antenna systems 112antenna systems 101antenna design 93spread-spectrum multiple access 92interference 91software-defined radio 88molecular communication 84signal design 84performance bounds 45modulation and signal design 41multiplexing 40wireless channel 39digital predistortion 37full-duplex 35signal-to-noise ratio 33hardware impairments 30intersymbol interference mitigation 30spread spectrum and CDMA 28interference network 25error performance 24detection theory 21energy efficiency analysis 21importance sampling 19signal-to-interference ratio 17channel modeling and estimation 16channel simulation 15propagation 14signal distortion 14transmission error 14modulation and demodulation 13signal-to-interference-plus-noise ratio 13SINR analysis 13fading 12interference and jamming 12metasurface 12multiuser systems 12phase jitter 12physical layer 12receiver performance 12channel sounding 11message passing 11noisy channel 11power constraint 11digital transmission systems 10duplexing 10gaussian approximation 10information theory 10orbital angular momentum 10radio astronomy 10fading mitigation 9MIMO and multi-antenna systems 9analog communication 8computational electromagnetics 8wireless communication systems 8digital signal processing 7signal analysis 7signal generation 7transmission media 7coding theory 5nonlinear effects 5nonlinear systems 5RF circuit design 4communication receivers 3deep learning for communications 3transmission design 3
Show 143 smaller topics (under 10 papers each)
automatic gain control 9open-set recognition 9programmable metasurface 9scrambling 9adaptive thresholding 8outage probability and ergodic rate 8SINR constraints 8SINR maximization 8speech transmission 8bidirectional communication 7error probability evaluation 7error propagation mitigation 7microwave measurement 7outage probability and bit error rate 7smart surface 7channel quality estimation 6decoding delay 6equalization and detection 6metamaterials 6metasurface-assisted communication 6moment generating function 6outage prediction 6signal strength estimation 6signal-to-noise ratio improvement 6surface acoustic wave devices 6transmission scheme 6vector channel prediction 6wave manipulation 6adversarial attack 5bayesian learning 5channel modeling and capacity 5channel modeling and fading 5electromagnetic compatibility 5end-to-end learning 5impedance matching 5large intelligent surface 5log likelihood ratio 5microwave power transmission 5nonlinear devices 5outage constraint 5overhead reduction 5phase distribution 5vibration-based communication 5volterra series 5zadoff-chu sequences 5antennas and propagation 4asymptotic approximation 4bayesian inference 4beam control 4channel calibration 4channel state inference 4correlation function 4feedback error 4guard band 4interference and noise 4intersymbol interference reduction 4large-system analysis 4link availability 4link capacity 4microwave and millimeter-wave devices 4microwave components 4multipath resolution 4noise suppression 4pareto boundary 4phase detector 4phase measurement 4physical layer implementation 4power-bandwidth performance 4radio astronomy instrumentation 4radio science 4random matrix theory 4reconfigurable radio 4signal decoding 4signal emulation 4signal modeling 4singular value decomposition 4sparse representation 4state-space model 4statistical modeling 4symbol error rate minimization 4threshold behavior 4transmission power 4underwater acoustics 4asymptotic efficiency 3asymptotic throughput analysis 3beampattern 3carrier phase error 3carrier phase jitter 3channel bank 3channel customization 3channel sampling 3channel throughput 3characteristic function method 3colored gaussian noise 3CP decomposition 3decoder side information 3deep unfolding 3digital communication system simulation 3distribution approximation 3diversity and fading channels 3effective throughput 3eigenvalue analysis 3electromagnetic design 3electromagnetic theory 3electronic countermeasures 3energy constraint 3error protection 3extreme value theory 3extrinsic information transfer 3frequency scaling 3green's function 3gyrotron 3high-power microwave sources 3interference and noise mitigation 3jamming-resistant receiver 3lognormal approximation 3mean squared error 3multi-tone signal 3multiplexer 3noise performance 3operating point selection 3optical correlator 3out-of-distribution detection 3permittivity estimation 3physical layer adaptation 3physical layer processing 3pilot training 3power consumption minimization 3pseudoerror monitoring 3receiver 3sequence correlation 3signal alignment 3signal plus noise 3signal-to-noise ratio degradation 3specific absorption rate 3speech processing 3sphere packing 3tracking jitter 3transformation optics 3transmission impairment 3UHF band 3very long baseline interferometry 3white gaussian noise 3
Experts on Physical-layer communications
27,123 · 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