Methods › Graphs › Graph Embeddings › DAGNN

Directed Acyclic Graph Neural Network

DAGNN

6 papers tagged archive 2025-07-28

Introduced by Veronika Thost et al. in Directed Acyclic Graph Neural Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

A GNN for dags, which injects their topological order as an inductive bias via asynchronous message passing.

Papers archive 2025-07-28

6 shown of 6, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Beyond Graph Convolutional Network: An Interpretable Regularizer-centered Optimization Framework
11 Jan 2023 · 0 repositories · arXiv:2301.04318
A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing
21 Dec 2021 · 0 repositories · arXiv:2112.11055
Stabilized Self-training with Negative Sampling on Few-labeled Graph Data
29 Sep 2021 · 0 repositories
Directed Acyclic Graph Neural Networks
20 Jan 2021 · 1 repository · arXiv:2101.07965
Effective Stabilized Self-Training on Few-Labeled Graph Data
7 Oct 2019 · 1 repository · arXiv:1910.02684

Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
Learning Scheduling Algorithms for Data Processing Clusters
3 Oct 2018 · 2 repositories · arXiv:1810.01963

Syntology ran 0 of 4 samples · 4 unverified

Tasks archive 2025-07-28

10 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Benchmarking	2
Graph Neural Network	2
Node Classification	2
Reinforcement Learning (RL)	2
Scheduling	2
Deep Reinforcement Learning	1
Graph Property Prediction	1
Inductive Bias	1
Model Selection	1
Reinforcement Learning	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (6 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Graph Embeddings

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