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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
Interdisciplinary, comprehensive, and emerging computing›Bioinformatics and computational biology
area
25,387 papers · 59,350 experts
Sub-topics
296 · with their number of papers; shaded topics divide further
genomics 1,146gene expression analysis 1,076sequence analysis 973protein structure prediction 777phylogenetics 676molecular informatics 672cancer genomics 637network bioinformatics 621computational neuroscience 555sequence alignment 521proteomics 477comparative genomics 448protein structure analysis 447protein function prediction 439systems biology 406structural bioinformatics 405drug discovery 358population genetics 333metagenomics 331systems bioinformatics 329biomedical text mining 325transcriptomics 320protein sequence analysis 261multiple sequence alignment 258statistical genetics 254genome annotation 249single-cell analysis 242metabolomics 232computational microbiology 228epigenomics 218gene regulation 184multi-omics data integration 167protein design 163molecular property prediction 152protein-protein interaction prediction 151functional genomics 146survival analysis 135immunoinformatics 133structural biology 121molecular evolution 118biomarker discovery 106feature selection 85data integration 83neuroscience 82biological database 78synthetic biology 76protein engineering 75epigenetics 62next-generation sequencing 43omics data analysis 43protein dynamics 37biological data visualization 35genome editing 27imaging genetics 27protein-RNA interaction 25biomedical data analysis 24developmental biology 24bioinformatics workflow 23genetic epidemiology 20hierarchical clustering 20bioinformatics infrastructure 19gene expression 19bioimage informatics 18laboratory information management 17comparative genomic hybridization 16glycomics 16ontology 16sequencing simulation 16behavioral analysis 15evolutionary biology 15DNA storage 14genomic epidemiology 14tissue engineering 14chromosome conformation capture 13microarray probe design 13species identification 13lineage tracing 12protein analysis 12alzheimer's disease 11approximate bayesian computation 11biomechanics 11data mining 11molecular communication 11RNA sequencing 11association rule mining 10computational pharmacology 10confounder adjustment 10consensus clustering 10deconvolution 10DNA computing 10molecular biology 10multi-objective optimization 10negative sampling 10periodicity detection 10power analysis 10qualitative modeling 10cancer biology 9machine learning for biology 9knowledge representation in biology 8biocuration 7computational oncology 7plant biology 7biomedical knowledge discovery 6protein interaction 6RNA biology 6bayesian modeling 5clinical bioinformatics 5stem cell biology 5biological network 4biostatistics 4computational biophysics 4computational structural biology 4kernel methods 4molecular recognition 4biological imaging 3microbiology 3
Show 180 smaller topics (under 10 papers each)
circadian rhythm analysis 9contrastive learning 9deep learning-based prediction 9disease genetics 9ensemble clustering 9knowledge graph 9markov chain monte carlo 9molecular epidemiology 9parameter optimization 9software infrastructure 9stochastic modeling 9topological data analysis 9cell biology 8high-content screening 8multi-modality fusion 8taxonomy 8chemical reaction network 7DNA barcoding 7genetic variation 7genomic privacy 7immunogenetics 7probe design 7protein domain 7signal transduction 7electrophysiology 6genome engineering 6identifier mapping 6isotope labeling 6liquid chromatography-mass spectrometry 6microarray design 6molecular flexibility 6molecule discovery 6multi-view clustering 6substitution matrix 6time course data analysis 63d visualization 5canonical correlation analysis 5denoising 5distribution shift 5DNA array design 5enzymatic reaction analysis 5evolutionary model 5gibbs sampling 5massively parallel reporter assay 5metabolic pathway 5phenomics 5protein crystallization 5protein sequencing 5sample preparation 5sequence simulation 5sparse coding 5spectral clustering 53d registration 4approximate membership query 4benchmark evaluation of prediction tools 4bioacoustics 4birth-and-death process model 4case-control study 4computational physiology 4count data modeling 4database and knowledge base 4DNA nanotechnology 4evolutionary computation 4functional similarity 4gel electrophoresis 4geometric deep learning 4immune repertoire sequencing 4immunophenotyping 4interpretable machine learning 4lab-on-a-chip 4learning to rank 4likelihood-free inference 4MALDI-TOF mass spectrometry 4markov random field method 4model calibration 4molecular conformation 4molecular marker development 4moment closure approximation 4multiple sequence comparison 4nucleic acid quantification 4plant disease detection 4polymerase chain reaction 4population biology 4random forest variable importance 4single-cell biology 4single-molecule force spectroscopy 4species classification 4thermodynamic analysis 43d structure prediction 3aging 3attractor analysis 3benchmarking of computational methods 3biological classification 3cancer research 3cell patterning 3cell-cell communication 3chronobiology 3clustering and visualization 3combinatorial pooling 3computational infrastructure 3convolutional kernel network 3convolutional neural network 3cytochrome p450 3data compression 3de bruijn graph representation 3deep learning classification 3deep learning-based segmentation 3deep neural network 3DNA microarray 3DNA pooling 3drug resistance 3drug-set enrichment analysis 3dynamic time warping 3functional prediction 3g-protein coupled receptor 3gene editing 3gene perturbation 3gene therapy 3generative modeling 3genetic code 3genetic recombination 3genome regulation 3graph contrastive learning 3hierarchical multi-label classification 3HIV-1 drug resistance 3inconsistency detection 3inductive matrix completion 3interpretable classification 3k-mer encoding 3knowledge base 3laboratory automation 3machine learning classification 3membrane protein 3microsatellite genotyping 3minimum energy path 3molecular genetics 3molecular interaction 3molecular interaction data 3multi-omics 3multi-panel figure generation 3multiple myeloma 3multistage mass spectrometry 3mutual information estimation 3nanopore direct RNA sequencing 3network intervention 3network randomization 3node representation learning 3nuclear architecture 3nucleic acid thermodynamics 3numerical taxonomy 3ontology-based clustering 3outlier elimination 3overdispersion modeling 3overlapping clustering 3phenotype classification 3precision livestock farming 3probabilistic generative model 3quantile regression 3read counting 3recurrent neural networks 3regenerative medicine 3seeding 3self-correction 3semi-supervised clustering 3shape analysis 3shape descriptor 3signal processing for biology 3single-molecule analysis 3spectral library 3supervised clustering 3synchronization 3time series data analysis 3top-down mass spectrometry 3transformer-based model 3translation efficiency 3user interface 3vaccine development 3variance component analysis 3variational autoencoder 3web services 3
Experts on Bioinformatics and computational biology
59,350 · 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