Demo Data from VLDB 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
Artificial intelligence›Machine learning›Trustworthy machine learning›robustness
topic
4,928 papers · 13,759 experts
Sub-topics
52 · with their number of papers; shaded topics divide further
adversarial robustness 1,993learning with noisy labels 784out-of-distribution detection 613adversarial attack 467distribution shift 385certified robustness 295adversarial examples 246distributionally robust optimization 130robust learning 119neural network verification 115spurious correlation 112data poisoning 64backdoor defense 47poisoning attack defense 46corruption robustness 44shortcut learning 42byzantine robustness 36neural network repair 28distributional robustness 23noisy data 22outlier robustness 21overfitting mitigation 21fault tolerance 18dataset bias mitigation 17lipschitz regularization 14robustness to noisy data 13multimodal robustness 12perturbation robustness 12model robustness 11robust fairness 7model robustness evaluation 4causal robustness 3data corruption 3input transformation robustness 3
Show 18 smaller topics (under 10 papers each)
DNN testing 9robust representations 9misclassification detection 8robustness to corruption 8data augmentation for robustness 7prediction consistency 5shortcut bias 5byzantine attack 4context robustness 4robust subspace clustering 4robustness guarantees 4robustness to data heterogeneity 4robustness to perturbation 4semantic robustness 4consistency-robustness tradeoff 3emergent misalignment 3robust accuracy 3underspecification 3
Experts on robustness
13,759 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)