conftrace_

message passing

722 papers

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Also known as

MP

Co-occurring keywords · papers mentioning both

graph neural network (416) node classification (57) graphical model (52) belief propagation (37) variational inference (32) representation learning (30) graph transformer (24) attention mechanism (24) approximate inference (24) graph convolutional network (23)

Papers

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025 MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025 MTP: Transport for In-Network Computing NSDI 2025 Multi-Label Node Classification with Label Influence Propagation ICLR 2025 Multi-Player Approaches for Dueling Bandits AISTATS 2025 NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025 NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025 PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction IJCAI 2025 PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks ICLR 2025 Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions ICML 2025 Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs ICLR 2025 RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025 RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation ICML 2025 Scalable Decentralized Algorithms for Online Personalized Mean Estimation AAAI 2025 Selective Blocking for Message-Passing Neural Networks on Heterophilic Graphs UAI 2025 Supercharging Graph Transformers with Advective Diffusion ICML 2025 Systematic Relational Reasoning With Epistemic Graph Neural Networks ICLR 2025 The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited ICLR 2025 Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025 Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning AAAI 2025