Graph Generation

Graph Generation is an important research area with significant applications in drug and material designs.

Source: Graph Deconvolutional Generation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 712 papers

Title	Date	Tasks	Status	Hype	Score
Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph	Sep 23, 2020	ClusteringGenerative Adversarial Network	CodeCode Available	1	5
Fast Graph Generation via Spectral Diffusion	Nov 16, 2022	Graph Generation	CodeCode Available	1	5
Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker Detection	Jun 30, 2023	Graph GenerationScene Graph Generation	CodeCode Available	1	5
Vision Relation Transformer for Unbiased Scene Graph Generation	Aug 18, 2023	DecoderGraph Generation	CodeCode Available	1	5
Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving	Mar 27, 2025	AttributeAutonomous Driving	CodeCode Available	1	5
Context-Aware Scene Graph Generation With Seq2Seq Transformers	Jan 1, 2021	DecoderGraph Generation	CodeCode Available	1	5
Fine-Grained Predicates Learning for Scene Graph Generation	Apr 6, 2022	Fine-Grained Image ClassificationGraph Generation	CodeCode Available	1	5
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models	May 27, 2024	Chemical Reaction PredictionGraph Generation	CodeCode Available	0	5
Pixels to Graphs by Associative Embedding	Jun 22, 2017	Graph GenerationScene Graph Generation	CodeCode Available	0	5
Pixel-wise Graph Attention Networks for Person Re-identification	Jul 18, 2023	Graph AttentionGraph Generation	CodeCode Available	0	5
Addressing the Impact of Localized Training Data in Graph Neural Networks	Jul 24, 2023	Anomaly DetectionGraph Generation	CodeCode Available	0	5
Pre-Training on Dynamic Graph Neural Networks	Feb 24, 2021	Graph GenerationGraph Neural Network	CodeCode Available	0	5
AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators	Mar 7, 2022	Graph Generation	CodeCode Available	0	5
Optimized Crystallographic Graph Generation for Material Science	Jun 7, 2023	GPUGraph Generation	CodeCode Available	0	5
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation	Oct 2, 2023	BenchmarkingContinual Learning	CodeCode Available	0	5
Node Embedding via Word Embedding for Network Community Discovery	Nov 9, 2016	ClusteringGraph Generation	CodeCode Available	0	5
Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping	Jun 30, 2021	Generative Adversarial NetworkGraph Generation	CodeCode Available	0	5
NetGAN: Generating Graphs via Random Walks	Mar 2, 2018	Graph GenerationLink Prediction	CodeCode Available	0	5
Natural Language Processing for Music Knowledge Discovery	Jul 6, 2018	Graph GenerationSentiment Analysis	CodeCode Available	0	5
Heuristic Semi-Supervised Learning for Graph Generation Inspired by Electoral College	Jun 10, 2020	Graph AttentionGraph Generation	CodeCode Available	0	5
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives	Oct 7, 2024	Graph Generation	CodeCode Available	0	5
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction	Dec 14, 2024	Graph GenerationGraph Representation Learning	CodeCode Available	0	5
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation	Jun 16, 2023	Graph GenerationMeta-Learning	CodeCode Available	0	5
After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph Generation	Nov 9, 2020	AllGraph Generation	CodeCode Available	0	5
Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction	Jul 27, 2024	Generative Adversarial NetworkGraph Generation	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	RNN	StreetMover	0.03	—	Unverified
2	GraphRNN	StreetMover	0.02	—	Unverified
3	GGT without CA	StreetMover	0.02	—	Unverified
4	GGT	StreetMover	0.02	—	Unverified