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Temporal Graph Representation Learning For - Detailed Analysis & Overview

Papers ▭▭▭▭▭▭▭▭▭▭▭▭ At Researcher Lyceum, we empower researchers to go beyond conventional machine For slides and more information on the paper, visit ... User Modeling, Personalization and Accessibility: Feature and Time Aware Systems Le Yu, Guanghui Wu, Leilei Sun, Bowen Du ... Authors: Zhen Xu, Quanming Yao, Yong Li, Qiang Yang Huaming Du, Southwestern University of Finance and Economics.

Temporal Graph Learning Reading Group Paper: "Self-Supervised

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Friendly Introduction to Temporal Graph Neural Networks (and some Traffic Forecasting)
"Temporal Graph Representation Learning for Time-Evolving Networks"
Da Xu (Walmart Labs): Inductive Representation Learning on Temporal Graphs | AISC
Temporal Graph Networks (TGN) from scratch | Modeling dynamic graph neural network | For beginners
Graph Neural Networks - a perspective from the ground up
Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction
[AUTOML23]Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning
What Do Temporal Graph Learning Models Learn?
KDD2024 - Representation Learning of Temporal Graphs with Structural Roles
Ingo Scholtes on "Deep Learning for Temporal Graphs"
Neighborhood-aware Scalable Temporal Network Representation Learning
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Friendly Introduction to Temporal Graph Neural Networks (and some Traffic Forecasting)

Friendly Introduction to Temporal Graph Neural Networks (and some Traffic Forecasting)

Papers ▭▭▭▭▭▭▭▭▭▭▭▭

"Temporal Graph Representation Learning for Time-Evolving Networks"

"Temporal Graph Representation Learning for Time-Evolving Networks"

At Researcher Lyceum, we empower researchers to go beyond conventional machine

Da Xu (Walmart Labs): Inductive Representation Learning on Temporal Graphs | AISC

Da Xu (Walmart Labs): Inductive Representation Learning on Temporal Graphs | AISC

For slides and more information on the paper, visit ...

Temporal Graph Networks (TGN) from scratch | Modeling dynamic graph neural network | For beginners

Temporal Graph Networks (TGN) from scratch | Modeling dynamic graph neural network | For beginners

The framework they developed called

Graph Neural Networks - a perspective from the ground up

Graph Neural Networks - a perspective from the ground up

What is a

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction

User Modeling, Personalization and Accessibility: Feature and Time Aware Systems Le Yu, Guanghui Wu, Leilei Sun, Bowen Du ...

[AUTOML23]Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks

[AUTOML23]Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks

Authors: Zhen Xu, Quanming Yao, Yong Li, Qiang Yang https://2023.automl.cc/program/accepted_papers/

Temporal Knowledge Graph Reasoning with Historical Contrastive Learning

Temporal Knowledge Graph Reasoning with Historical Contrastive Learning

Temporal Graph Learning

What Do Temporal Graph Learning Models Learn?

What Do Temporal Graph Learning Models Learn?

Temporal Graph Learning

KDD2024 - Representation Learning of Temporal Graphs with Structural Roles

KDD2024 - Representation Learning of Temporal Graphs with Structural Roles

Huaming Du, Southwestern University of Finance and Economics.

Ingo Scholtes on "Deep Learning for Temporal Graphs"

Ingo Scholtes on "Deep Learning for Temporal Graphs"

Date: 10/15/25 Abstract:

Neighborhood-aware Scalable Temporal Network Representation Learning

Neighborhood-aware Scalable Temporal Network Representation Learning

Temporal Graph

Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast

Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast

Temporal Graph Learning Reading Group Paper: "Self-Supervised