DBLP (Citation Network Dataset)

Introduced in ArnetMiner: extraction and mining of academic social networks1 Jan 2008 archive 2025-07-28

The DBLP is a citation network dataset. The citation data is extracted from DBLP, ACM, MAG (Microsoft Academic Graph), and other sources. The first version contains 629,814 papers and 632,752 citations. Each paper is associated with abstract, authors, year, venue, and title. The data set can be used for clustering with network and side information, studying influence in the citation network, finding the most influential papers, topic modeling analysis, etc.

Source: https://www.aminer.org/citation

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Heterogeneous Node Classification	DBLP (PACT) 14k	HAN Micro-F1 (20% training data) 93.11%	Heterogeneous Graph Attention Network	dmlc/dgl +3	14	Compare
Node Classification	DBLP	GRACE Accuracy 84.2 ± 0.1	Deep Graph Contrastive Representation Learning	dmlc/dgl +2	6	Compare
Link Prediction	DBLP	GLACE AUC 98.55	Gaussian Embedding of Large-scale Attributed Graphs	bhagya-hettige/GLACE	3	Compare
Community Detection	DBLP	CommunityGAN F1-Score 0.153	CommunityGAN: Community Detection with Generative...	SamJia/CommunityGAN	1	Compare

Papers archive 2025-07-28

12 shown of 12 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 218. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
FIT-GNN: Faster Inference Time for GNNs Using Coarsening	1	1	19 Oct 2024	not harvested
R-GCN: The R Could Stand for Random	1	2	4 Mar 2022	not harvested
Graph Representation Learning Beyond Node and Homophily	1	1	3 Mar 2022	not harvested
Deep Graph Contrastive Representation Learning	3	1	7 Jun 2020	ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection	1	1	17 Dec 2019	not harvested
Non-local Attention Learning on Large Heterogeneous Information Networks	1	3	12 Dec 2019	not harvested
Gaussian Embedding of Large-scale Attributed Graphs	1	1	2 Dec 2019	not harvested
Heterogeneous Deep Graph Infomax	1	2	19 Nov 2019	not harvested
Learning Topological Representation for Networks via Hierarchical Sampling	1	1	15 Feb 2019	not harvested
Representation Learning for Heterogeneous Information Networks via Embedding Events	1	1	29 Jan 2019	not harvested
CommunityGAN: Community Detection with Generative Adversarial Nets	1	1	20 Jan 2019	not harvested
Heterogeneous Graph Attention Network	4	9		ran 1 of 2 samples (1 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

HeXiax/SSGNNpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Node Classification Link Prediction Node Clustering Community Detection Heterogeneous Node Classification

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Graphs

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

DBLP (PACT) 14k
DBLP

2 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections