temporal graph neural network

Explaining Temporal Graph Neural Network via Quantum-Inspired Evolutionary Algorithm AAAI 2026 Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks AAAI 2026 LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs AAAI 2026 Efficient Dynamic Graphs Learning with Refined Batch Parallel Training IJCAI 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 MemFreezing: A Novel Adversarial Attack on Temporal Graph Neural Networks under Limited Future Knowledge ICML 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025 Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks AAAI 2025 TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics ICLR 2025 Improving Temporal Link Prediction via Temporal Walk Matrix Projection NeurIPS 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery NeurIPS 2023 Temporal Graph Neural Networks for Irregular Data AISTATS 2023 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021