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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›Electronic design automation
area
17,294 papers · 24,325 experts
Sub-topics
112 · with their number of papers; shaded topics divide further
physical design 3,428hardware verification and test 3,261logic synthesis 2,162high-level synthesis 1,153circuit simulation 698timing analysis 534design space exploration 473interconnect modeling 207hardware/software co-design 191design for manufacturability 179system-level design 141hardware test 139signal integrity 131hardware description language 100design methodology 99power estimation 94design optimization 79analog circuit synthesis 69yield analysis 63analog circuit design automation 62model checking 60circuit analysis 43technology computer-aided design 40multi-objective optimization 38semiconductor manufacturing 37design data management 36microfluidic biochip design 35physical verification 35boolean satisfiability 34intellectual property protection 33analog and mixed-signal design automation 30thermal analysis 28machine learning for EDA 26design flow 25power integrity 21CAD framework 20design representation 20hardware simulation 20system-level simulation 20design automation tools 19design technology co-optimization 19circuit sizing 17electromagnetic simulation 17design management 16mesh generation 16timing prediction 16boundary element method 15clustering 15power analysis 14circuit modeling 13path selection 13uncertainty quantification 13benchmark generation 12circuit synthesis 12design for variability 12electrothermal simulation 12fault propagation 12hardware emulation 11formal methods 9hardware security 9hardware synthesis 9nanofabrication 9circuit simulation and modeling 8constraint optimization 8timing-driven design 6
Show 47 smaller topics (under 10 papers each)
analog and RF circuit synthesis 8voltage assignment 8manufacturing system modeling 7simulated annealing 7algorithm selection 6carry-save representation 6computer-aided manufacturing 6design automation standards 6expert systems 6timing model generation 6integral equation solver 5state-space model 5VLSI interconnect analysis 5circuit redesign 4fixpoint computation 4geometric programming 4hierarchical optimization 4interactive simulation 4interconnect and package modeling 4manufacturing yield 4search-space pruning 4spectral methods 4symbolic reachability analysis 4symbolic traversal 4threshold voltage assignment 4time budget assignment 4analytical model generation 3binary decision diagram manipulation 3circuit simulation and verification 3compile time reduction 3defect analysis 3delay insertion 3design benchmarking 3false positive elimination 3illegal state identification 3information flow tracking 3integrated congruence transform 3layout parasitics 3manufacturing optimization 3printed circuit board manufacturing 3state space enumeration 3statistical process control 3switching activity 3symmetrization 3synchronization constraints 3test oracle generation 3yield management 3
Experts on Electronic design automation
24,325 · 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