SOTAVerified
Home/Graphs & Structured Data

Graphs & Structured Data

170 tasks · View all areas

Papers in this area

Showing 110 of 10 papers

TitleStatusHype
Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in ConversationCode0
Tri-Learn Graph Fusion Network for Attributed Graph ClusteringCode1
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining0
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation0
SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation0
Multi-Channel Graph Neural Network for Financial Risk Prediction of NEEQ Enterprises0
Efficiently Constructing Sparse Navigable Graphs0
SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs0
SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks0
NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation0
Show:102550
TaskPapersResults
Dynamic Node Classification

node classification on temporal graphs

100
Cryogenic Electron Tomography

Cryogenic Electron Tomography

90
Local Community Detection90
Hypergraph Contrastive Learning80
Image Generation from Scene Graphs80
Protein Stability Prediction

Predicting relative stabilities typically between mutants of…

80
Protein Interface Prediction

How and where proteins interface with one another can ultima…

70
Spatio-temporal Scene Graphs70
hyperedge classification60
text-to-Cypher

Text-to-Cypher is a task in natural language processing (NLP…

60
Anchor link prediction50
Citation worthiness50
Graph Outlier Detection50
Online Community Detection50
Pornography Detection50
Zero-shot Relation Triplet Extraction

Given an input sentence, the task is to extract triplets con…

50
3D Holography

The images that are presented here are multiplanar images th…

40
Categorical data clustering

This repository collects Python source codes for clustering …

40
Knowledge Graphs Data Curation40
Protein Annotation40
Steganographics40
Text2Sparql

Conversion from natural language questions to SPARQL queries

40
Chemical-Protein Interaction Extraction

The models are presented with excerpts from scientific liter…

30
Network Community Partition30
Open Knowledge Graph Canonicalization

Open Information Extraction approaches leads to creation of …

30
Record linking

The task of finding records in a data set that refer to the …

30
Structural Node Embedding30
Zero-Shot Scene Graph Generation30
Molecular description generation

Molecular description generation entails the creation of a d…

20
Person-Centric Knowledge Graphs20
Photoplethysmography (PPG) beat detection

Detecting heartbeats in the photoplethysmogram (PPG) signal

20
Structured Data Classification20
Subgraph Counting - 3 Star20
Subgraph Counting - C420
Subgraph Counting - Triangle20
Task Graph Learning

Task Graph Learning involves constructing and learning direc…

20
White Matter Fiber Tractography20
Business Taxonomy Construction10
Calibration for Link Prediction10
Citation worhtiness10
Eikonal Tomography10
Entity Typing on DH-KGs10
Grapheme Detection10
Hypergraph-based N-ary Relaiton Extraction10
Learning Representation On Graph10
Link prediction on DH-KGs10
Mammographic Breast Positioning Assessment10
Molecular geometry optimization10
Molecular Property Prediction (1-shot))10
Molecular System Prediction10