relational learning

An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026 Why Isn’t Relational Learning Taking Over the World? AAAI 2026 Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025 Large Language Models are Good Relational Learners ACL 2025 Meta-Semantics Augmented Few-Shot Relational Learning EMNLP 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025 Aligning Relational Learning with Lipschitz Fairness ICLR 2024 Multi-level Relational Learning with Synergistic Graphs for Multivariate Time Series Forecasting ACML 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024 Position: Topological Deep Learning is the New Frontier for Relational Learning ICML 2024 Relational Concept Bottleneck Models NeurIPS 2024 Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective ICML 2024 Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents COLING 2024 zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024 Exploring Group Video Captioning with Efficient Relational Approximation ICCV 2023 Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning CVPR 2023 Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting IJCAI 2023 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022 Inductive Relation Prediction by BERT AAAI 2022 Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022 Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems NeurIPS 2022 Relational Learning with Variational Bayes ICLR 2022 Relational Neural Markov Random Fields AISTATS 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NeurIPS 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022