Data Science & Analytics

SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025 SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs EMNLP 2025 Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025 Sparse-pivot: Dynamic correlation clustering for node insertions ICML 2025 Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models AAAI 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025 Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification ICML 2025 Spectral Differential Network Analysis for High-Dimensional Time Series AISTATS 2025 SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input UAI 2025 SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge IJCAI 2025 Stage-Aware Event-Based Modeling (SA-EBM) for Disease Progression MLHC 2025 STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025 State Space Models are Strong Text Rerankers NAACL 2025 Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025 STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation EMNLP 2025 Stream-level Flow Matching with Gaussian Processes ICML 2025 ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025