Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocks
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, Minho, Choi, Yun Young, Park, Sun Woo, Lee, Seunghwan, Ko, Joohwan, Hong, Jaeyoung |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs
by: Park, Sejun, et al.
Published: (2024)
by: Park, Sejun, et al.
Published: (2024)
Topology-Informed Graph Transformer
by: Choi, Yun Young, et al.
Published: (2024)
by: Choi, Yun Young, et al.
Published: (2024)
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
by: Choi, Jeongwhan, et al.
Published: (2025)
by: Choi, Jeongwhan, et al.
Published: (2025)
Attention-based Iterative Decomposition for Tensor Product Representation
by: Park, Taewon, et al.
Published: (2024)
by: Park, Taewon, et al.
Published: (2024)
Enhancing Graph Representations with Neighborhood-Contextualized Message-Passing
by: Lim, Brian Godwin, et al.
Published: (2025)
by: Lim, Brian Godwin, et al.
Published: (2025)
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
by: Choi, Jeongwhan, et al.
Published: (2024)
by: Choi, Jeongwhan, et al.
Published: (2024)
Graph Unitary Message Passing
by: Qiu, Haiquan, et al.
Published: (2024)
by: Qiu, Haiquan, et al.
Published: (2024)
Language Models as Messengers: Enhancing Message Passing in Heterophilic Graph Learning
by: Cheng, Dawei, et al.
Published: (2025)
by: Cheng, Dawei, et al.
Published: (2025)
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)
Modeling Choice via Self-Attention
by: Ko, Joohwan, et al.
Published: (2023)
by: Ko, Joohwan, et al.
Published: (2023)
A Recommender System for NFT Collectibles with Item Feature
by: Choi, Minjoo, et al.
Published: (2024)
by: Choi, Minjoo, et al.
Published: (2024)
Graph Signal Adaptive Message Passing
by: Yan, Yi, et al.
Published: (2024)
by: Yan, Yi, et al.
Published: (2024)
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
by: Hyun, Jeongseok, et al.
Published: (2025)
by: Hyun, Jeongseok, et al.
Published: (2025)
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces
by: Choi, Jinhyeok, et al.
Published: (2024)
by: Choi, Jinhyeok, et al.
Published: (2024)
Spatio-Temporal Graph Unlearning
by: Guo, Qiming, et al.
Published: (2025)
by: Guo, Qiming, et al.
Published: (2025)
Context-Driven Knowledge Graph Completion with Semantic-Aware Relational Message Passing
by: Li, Siyuan, et al.
Published: (2025)
by: Li, Siyuan, et al.
Published: (2025)
'Si'multaneous 'S'patial-'T'emporal Message Passing for Dynamic Graph Representation Learning
by: Roy, Shubhajit, et al.
Published: (2026)
by: Roy, Shubhajit, et al.
Published: (2026)
Distributed Conformal Prediction via Message Passing
by: Wen, Haifeng, et al.
Published: (2025)
by: Wen, Haifeng, et al.
Published: (2025)
Next Level Message-Passing with Hierarchical Support Graphs
by: Vonessen, Carlos, et al.
Published: (2024)
by: Vonessen, Carlos, et al.
Published: (2024)
Partitioning Message Passing for Graph Fraud Detection
by: Zhuo, Wei, et al.
Published: (2024)
by: Zhuo, Wei, et al.
Published: (2024)
Dual-channel Heterophilic Message Passing for Graph Fraud Detection
by: Zhang, Wenxin, et al.
Published: (2025)
by: Zhang, Wenxin, et al.
Published: (2025)
A Relation-Interactive Approach for Message Passing in Hyper-relational Knowledge Graphs
by: Jing, Yonglin
Published: (2024)
by: Jing, Yonglin
Published: (2024)
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph
by: Lee, Jihyung, et al.
Published: (2025)
by: Lee, Jihyung, et al.
Published: (2025)
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
by: Park, Taewon, et al.
Published: (2024)
by: Park, Taewon, et al.
Published: (2024)
Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph
by: Vishwakarma, Akash, et al.
Published: (2025)
by: Vishwakarma, Akash, et al.
Published: (2025)
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting
by: Zhou, Fan, et al.
Published: (2024)
by: Zhou, Fan, et al.
Published: (2024)
How Particle System Theory Enhances Hypergraph Message Passing
by: Ma, Yixuan, et al.
Published: (2025)
by: Ma, Yixuan, et al.
Published: (2025)
EventGPT: Capturing Player Impact from Team Action Sequences Using GPT-Based Framework
by: Hong, Miru, et al.
Published: (2025)
by: Hong, Miru, et al.
Published: (2025)
Multi-Cycle Spatio-Temporal Adaptation in Human-Robot Teaming
by: Cuellar, Alex, et al.
Published: (2026)
by: Cuellar, Alex, et al.
Published: (2026)
Beyond Message Passing: Neural Graph Pattern Machine
by: Wang, Zehong, et al.
Published: (2025)
by: Wang, Zehong, et al.
Published: (2025)
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
by: Gwak, Daehoon, et al.
Published: (2024)
by: Gwak, Daehoon, et al.
Published: (2024)
VERSA: Verified Event Data Format for Reliable Soccer Analytics
by: Jo, Geonhee, et al.
Published: (2026)
by: Jo, Geonhee, et al.
Published: (2026)
Modeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football
by: Hong, Miru, et al.
Published: (2026)
by: Hong, Miru, et al.
Published: (2026)
AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
SST-GCN: The Sequential based Spatio-Temporal Graph Convolutional networks for Minute-level and Road-level Traffic Accident Risk Prediction
by: Kim, Tae-wook, et al.
Published: (2024)
by: Kim, Tae-wook, et al.
Published: (2024)
Hysteresis Compensation of Flexible Continuum Manipulator using RGBD Sensing and Temporal Convolutional Network
by: Park, Junhyun, et al.
Published: (2024)
by: Park, Junhyun, et al.
Published: (2024)
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge
by: Han, Sumin, et al.
Published: (2024)
by: Han, Sumin, et al.
Published: (2024)
Spatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly Detection
by: Kim, Jeehong, et al.
Published: (2025)
by: Kim, Jeehong, et al.
Published: (2025)
MLGIB: Multi-Label Graph Information Bottleneck for Expressive and Robust Message Passing
by: Wu, Chaokai, et al.
Published: (2026)
by: Wu, Chaokai, et al.
Published: (2026)
Beyond Message Passing: A Symbolic Alternative for Expressive and Interpretable Graph Learning
by: Geng, Chuqin, et al.
Published: (2026)
by: Geng, Chuqin, et al.
Published: (2026)
Similar Items
-
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs
by: Park, Sejun, et al.
Published: (2024) -
Topology-Informed Graph Transformer
by: Choi, Yun Young, et al.
Published: (2024) -
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
by: Choi, Jeongwhan, et al.
Published: (2025) -
Attention-based Iterative Decomposition for Tensor Product Representation
by: Park, Taewon, et al.
Published: (2024) -
Enhancing Graph Representations with Neighborhood-Contextualized Message-Passing
by: Lim, Brian Godwin, et al.
Published: (2025)