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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›Energy-efficient computing
area
5,255 papers · 11,966 experts
Sub-topics
91 · with their number of papers; shaded topics divide further
power management 1,371thermal management 265energy harvesting 184energy-aware scheduling 161low-power design 148datacenter power management 141leakage power reduction 141voltage scaling 79power gating 73mobile device energy management 71power modeling 71power-performance tradeoff 61energy management 51energy-efficient communication 39thermal modeling 37clock gating 36power delivery 35datacenter energy efficiency 32memory energy efficiency 30battery management 28dynamic power reduction 22energy measurement 20storage power management 20energy estimation 17carbon-aware computing 15power measurement 15energy-efficient architecture 14voltage and frequency scaling 14datacenter energy consumption 13energy-efficient sensor networks 13energy modeling 12energy storage 11energy-efficient robotics 11power-performance modeling 11energy accounting 10energy-efficient machine learning 10low-voltage operation 10renewable energy 10renewable energy integration 10energy characterization 8energy-constrained computing 8green datacenter 8energy-aware resource management 7energy-aware mobile computing 6green communications 6energy-quality tradeoff 5battery-aware computing 3energy-aware software 3energy-efficient software 3energy-efficient system design 3microprocessor power management 3
Show 40 smaller topics (under 10 papers each)
energy proportionality 9leakage power 9power prediction 9software energy consumption 8energy-efficient actuation 7power-constrained computing 7storage energy efficiency 7solid-state lighting 6building energy management 5circuit-architecture co-optimization 5demand response 5energy-efficient signal processing 5memory system energy 5boosting 4carbon footprint estimation 4energy harvesting and storage 4energy-efficient data management 4GPU power consumption 4mobile device power 4power and energy modeling 4power density 4power wall 4thermal design power 4voltage reduction 4battery-powered devices 3carbon footprint optimization 3clock management 3data movement energy 3dynamic power dissipation 3dynamic power scaling 3edge computing energy efficiency 3input-adaptive optimization 3memory power 3microprocessor power dissipation 3power characterization 3pulsed power 3smartphone power consumption 3storage energy consumption 3thermal effects 3wireless device energy management 3
Experts on Energy-efficient computing
11,966 · 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