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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
60 · with their number of papers; shaded topics divide further
grasp planning 128multifingered grasping 96multifingered hand 64pick-and-place 64grasp stability 63articulated object manipulation 50grasp quality evaluation 47gripper design 47soft gripper 47grasp detection 35caging grasps 29regrasping 24vision-based grasping 23grasp control 21grasping in clutter 19robotic gripper 17underactuated grasping 17compliant grasping 16underactuated finger 14underactuated hand design 14adaptive grasping 13grasp affordance 12grasp learning 11aerial grasping 10deformable object grasping 10grasp perception 10unknown object grasping 10soft robotic grasping 7grasp analysis 6grasp optimization 6grasp representation 5pre-grasp manipulation 4grasping mechanism 3
Show 27 smaller topics (under 10 papers each)
6-dof grasping 8precision grasping 8object capture 7transparent object grasping 7grasp prediction 6micrograsping 6reach-to-grasp 6object handling 5two-fingered grasp 5blind grasping 4grasp dataset 4grasp simulation 4singulation 4transparent object manipulation 4visual grasping 4autonomous grasping 3bimanual grasping 3fixture planning 3grasping and regrasping 3instance grasping 3multi-object grasping 3pre-grasping 3target-driven grasping 3unknown object manipulation 3visually-guided reaching 3whole-arm grasping 3whole-body grasping 3
Experts on grasping
4,753 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)