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graph topology

32 papers

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Co-occurring keywords

graph neural network (3962) bradley-terry-luce model (18) pairwise comparison (187) dynamic graph (108) decentralized learning (103) spectral gap (27) data-parallel optimization (2) multi-agent system (1819) message passing (579) distributed optimization (275)

Papers

Individually Stable Dynamics in Coalition Formation over Graphs AAAI 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025
Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025
A Graph Dynamics Prior for Relational Inference AAAI 2024
Real-World Networks Are Low-Dimensional: Theoretical and Practical Assessment IJCAI 2024
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology ICML 2023
Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023
Beyond Spectral Gap: The Role of the Topology in Decentralized Learning JMLR 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023
Mastering Spatial Graph Prediction of Road Networks ICCV 2023
Generalised Implicit Neural Representations NIPS 2022
Adaptive Kernel Graph Neural Network AAAI 2022
Self-Organized Polynomial-Time Coordination Graphs ICML 2022
Learning on Arbitrary Graph Topologies via Predictive Coding NIPS 2022
Beyond spectral gap: the role of the topology in decentralized learning NIPS 2022
$\ell_∞$-Bounds of the MLE in the BTL Model under General Comparison Graphs UAI 2022
AutoCoG: A Unified Data-Model Co-Search Framework for Graph Neural Networks AUTOML 2022
From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022
Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021
Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ICCV 2021
Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021
Learning to Learn Graph Topologies NIPS 2021
GENE: Global Event Network Embedding NAACL 2021
Deep Latent Graph Matching ICML 2021