Enhancing Temporal Link Prediction with HierTKG: A Hierarchical Temporal Knowledge Graph Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Almutairi, Mariam, Aktas, Melike Yildiz, Wali, Nawar, Mitra, Shutonu, Zhou, Dawei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades
by: Zhang, Zhizhen, et al.
Published: (2023)
by: Zhang, Zhizhen, et al.
Published: (2023)
Efficient Neural Common Neighbor for Temporal Graph Link Prediction
by: Zhang, Xiaohui, et al.
Published: (2024)
by: Zhang, Xiaohui, et al.
Published: (2024)
A Survey of Link Prediction in Temporal Networks
by: Xiong, Jiafeng, et al.
Published: (2025)
by: Xiong, Jiafeng, et al.
Published: (2025)
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction
by: Zhou, Min, et al.
Published: (2022)
by: Zhou, Min, et al.
Published: (2022)
How to Bridge Spatial and Temporal Heterogeneity in Link Prediction? A Contrastive Method
by: Tai, Yu, et al.
Published: (2024)
by: Tai, Yu, et al.
Published: (2024)
AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment
by: Liu, Meng, et al.
Published: (2023)
by: Liu, Meng, et al.
Published: (2023)
Temporal Link Prediction Using Graph Embedding Dynamics
by: Fard, Sanaz Hasanzadeh, et al.
Published: (2024)
by: Fard, Sanaz Hasanzadeh, et al.
Published: (2024)
Temporal Graph Rewiring with Expander Graphs
by: Petrović, Katarina, et al.
Published: (2024)
by: Petrović, Katarina, et al.
Published: (2024)
Temporal Graph Pattern Machine
by: Ma, Yijun, et al.
Published: (2026)
by: Ma, Yijun, et al.
Published: (2026)
Crowdsourcing Fraud Detection over Heterogeneous Temporal MMMA Graph
by: Xu, Zequan, et al.
Published: (2023)
by: Xu, Zequan, et al.
Published: (2023)
Prompt Learning on Temporal Interaction Graphs
by: Chen, Xi, et al.
Published: (2024)
by: Chen, Xi, et al.
Published: (2024)
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
by: Liao, Ruotong, et al.
Published: (2023)
by: Liao, Ruotong, et al.
Published: (2023)
GNN-Based Candidate Node Predictor for Influence Maximization in Temporal Graphs
by: Gautam, Priyanka, et al.
Published: (2025)
by: Gautam, Priyanka, et al.
Published: (2025)
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs
by: Du, Yuwei, et al.
Published: (2024)
by: Du, Yuwei, et al.
Published: (2024)
CaST: Causal Discovery via Spatio-Temporal Graphs in Disaster Tweets
by: Duong, Hieu, et al.
Published: (2026)
by: Duong, Hieu, et al.
Published: (2026)
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling
by: Zhang, Siwei, et al.
Published: (2024)
by: Zhang, Siwei, et al.
Published: (2024)
Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs
by: von Pichowski, Jan, et al.
Published: (2024)
by: von Pichowski, Jan, et al.
Published: (2024)
A Survey on Spatio-Temporal Knowledge Graph Models
by: Plamper, Philipp, et al.
Published: (2025)
by: Plamper, Philipp, et al.
Published: (2025)
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting
by: Ju, Wei, et al.
Published: (2024)
by: Ju, Wei, et al.
Published: (2024)
CID-TKG: Collaborative Historical Invariance and Evolutionary Dynamics Learning for Temporal Knowledge Graph Reasoning
by: Lei, Shuai-Long, et al.
Published: (2026)
by: Lei, Shuai-Long, et al.
Published: (2026)
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph Predictions
by: Kumar-Singh, Niraj, et al.
Published: (2024)
by: Kumar-Singh, Niraj, et al.
Published: (2024)
Link Prediction in Bipartite Networks
by: Özer, Şükrü Demir İnan, et al.
Published: (2024)
by: Özer, Şükrü Demir İnan, et al.
Published: (2024)
Enhancing Explainability of Knowledge Learning Paths: Causal Knowledge Networks
by: Wei, Yuang, et al.
Published: (2024)
by: Wei, Yuang, et al.
Published: (2024)
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
by: Luo, Yuankai, et al.
Published: (2023)
by: Luo, Yuankai, et al.
Published: (2023)
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature
by: Liu, Chunjiang, et al.
Published: (2024)
by: Liu, Chunjiang, et al.
Published: (2024)
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
by: Jiao, Pengfei, et al.
Published: (2025)
by: Jiao, Pengfei, et al.
Published: (2025)
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction
by: Mattos, João, et al.
Published: (2024)
by: Mattos, João, et al.
Published: (2024)
TKG-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning
by: Jiang, Zihao, et al.
Published: (2026)
by: Jiang, Zihao, et al.
Published: (2026)
A Primer on Temporal Graph Learning
by: Rahman, Aniq Ur, et al.
Published: (2024)
by: Rahman, Aniq Ur, et al.
Published: (2024)
A Hybrid TGN-SEAL Model for Dynamic Graph Link Prediction
by: Sajadi, Nafiseh Sadat, et al.
Published: (2026)
by: Sajadi, Nafiseh Sadat, et al.
Published: (2026)
Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning
by: Kim, Junghun, et al.
Published: (2024)
by: Kim, Junghun, et al.
Published: (2024)
Exposing LLM Vulnerabilities: Adversarial Scam Detection and Performance
by: Chang, Chen-Wei, et al.
Published: (2024)
by: Chang, Chen-Wei, et al.
Published: (2024)
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN
by: Zhou, Zhilun, et al.
Published: (2024)
by: Zhou, Zhilun, et al.
Published: (2024)
Enhancing Cross-domain Link Prediction via Evolution Process Modeling
by: Huang, Xuanwen, et al.
Published: (2024)
by: Huang, Xuanwen, et al.
Published: (2024)
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
by: Tan, Jiejun, et al.
Published: (2025)
by: Tan, Jiejun, et al.
Published: (2025)
Revisiting Link Prediction: A Data Perspective
by: Mao, Haitao, et al.
Published: (2023)
by: Mao, Haitao, et al.
Published: (2023)
Temporal Link Prediction in Social Networks Based on Agent Behavior Synchrony and a Cognitive Mechanism
by: Duan, Yueran, et al.
Published: (2024)
by: Duan, Yueran, et al.
Published: (2024)
Heterogeneous Temporal Hypergraph Neural Network
by: Liu, Huan, et al.
Published: (2025)
by: Liu, Huan, et al.
Published: (2025)
Feature Propagation on Knowledge Graphs using Cellular Sheaves
by: Cobb, John, et al.
Published: (2023)
by: Cobb, John, et al.
Published: (2023)
Similar Items
-
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades
by: Zhang, Zhizhen, et al.
Published: (2023) -
Efficient Neural Common Neighbor for Temporal Graph Link Prediction
by: Zhang, Xiaohui, et al.
Published: (2024) -
A Survey of Link Prediction in Temporal Networks
by: Xiong, Jiafeng, et al.
Published: (2025) -
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction
by: Zhou, Min, et al.
Published: (2022) -
How to Bridge Spatial and Temporal Heterogeneity in Link Prediction? A Contrastive Method
by: Tai, Yu, et al.
Published: (2024)