Data Science & Analytics

Learning-Augmented Hierarchical Clustering ICML 2025 Learning Changes in Graphon Attachment Network Models ICML 2025 Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025 Learning from Sample Stability for Deep Clustering ICML 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning Soft Sparse Shapes for Efficient Time-Series Classification ICML 2025 Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes ICML 2025 Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health MLHC 2025 Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting IJCAI 2025 Learning with Expected Signatures: Theory and Applications ICML 2025 Learning With Multi-Group Guarantees For Clusterable Subpopulations ICML 2025 LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases NAACL 2025 LENS: Learning Entities from Narratives of Skin Cancer COLING 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 LETS Forecast: Learning Embedology for Time Series Forecasting ICML 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025 Lightweight Online Adaption for Time Series Foundation Model Forecasts ICML 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting ICML 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025 LLM-Driven Estimation of Personal Carbon Footprint from Dialogues ACL 2025