Data Science & Analytics

Monte Carlo ExtremalMask: Uncertainty Aware Time Series Model Interpretability For Critical Care Applications MLHC 2025 Motif-aware Graph Neural Networks for Networked Time Series Imputation AAAI 2025 MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation AAAI 2025 MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025 MSCGrapher: Learning Multi-Scale Dynamic Correlations for Multivariate Time Series Forecasting UAI 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 MTSTRec: Multimodal Time-Aligned Shared Token Recommender ICML 2025 Multi-Apartment Rent Division AAAI 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 Multi-layer Stack Ensembles for Time Series Forecasting AutoML 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points ICML 2025 Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025 Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025 Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction NAACL 2025 Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025 Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 Multi-view Clustering via Multi-granularity Ensemble IJCAI 2025 Multi-View Graph Clustering via Node-Guided Contrastive Encoding ICML 2025 MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles ACL 2025 MuseScorer: Idea Originality Scoring At Scale EMNLP 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 NarratEX Dataset: Explaining the Dominant Narratives in News Texts EMNLP 2025