Demo Data from SIGIR 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
Computer architecture, parallel and distributed computing, and storage systems›Memory systems
area
9,240 papers · 16,642 experts
Sub-topics
95 · with their number of papers; shaded topics divide further
non-volatile memory 1,230cache 1,112processing-in-memory 774cache coherence 697DRAM 522cache management 364cache design 290memory hierarchy 188memory management 164in-memory computing 143shared memory 135memory disaggregation 102content-addressable memory 97hybrid memory 94memory controller 89non-uniform memory access 80memory bandwidth 78data locality 75on-chip memory 65memory architecture 62memory consistency 61memory access latency 563d-stacked memory 48oblivious RAM 45magnetic core memory 40memory access optimization 40tiered memory 40data movement 32main memory 31memory compression 31memory interference 30memory access patterns 29memory protection 29memory wall 28random-access memory 28memory bandwidth management 26emerging memory technologies 25memory access 25remote memory 24memory encryption 22data layout optimization 21page placement 19memory-bound computation 18software prefetching 17memory-efficient data structures 16semiconductor memory 16virtual memory management 15magnetic memory 14memory expansion 14memory interconnect 14lookup table 13memory optimization 13direct memory access 12main memory database 12secure memory 12memory latency reduction 11delay-line memory 8memory interface 7memory referencing behavior 7memory offloading 6memory system modeling 5in-memory data structures 3
Show 33 smaller topics (under 10 papers each)
memory stall 7skewing scheme 7access latency reduction 6access pattern hiding 6DRAM memory system 6cache miss prediction 5cache side channel 5memory layout 5oblivious memory access 5associative search 4computation-storage trade-off 4data-centric computing 4integrity tree 4inter-application interference 4prefetcher 4shift operation reduction 4silent store 4snapshot isolation 4cache state transfer 3capacity sharing 3contention 3context switch effects 3dictionary-based compression 3DRAM replacement 3error codes 3fairness and quality of service 3hardware logging 3in-place computation 3magnetization switching 3persist barriers 3protocol optimization 3speculative memory state buffering 3write-back reduction 3
Experts on Memory systems
16,642 · 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