Data Science & Analytics

Retrieval Augmented Time Series Forecasting ICML 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 Revisiting Attention for Multivariate Time Series Forecasting AAAI 2025 Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model ICML 2025 Rhomboid Tiling for Geometric Graph Deep Learning ICML 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025 Risk and cross validation in ridge regression with correlated samples ICML 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 Robust and Conjugate Spatio-Temporal Gaussian Processes ICML 2025 Robust Conformal Outlier Detection under Contaminated Reference Data ICML 2025 Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering ICML 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025 RTdetector: Deep Transformer Networks for Time Series Anomaly Detection Based on Reconstruction Trend IJCAI 2025 SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes ICML 2025 Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts ACL 2025 Scalable and Adaptive Variational Bayes Methods for Hawkes Processes JMLR 2025 Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation ICML 2025 Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025 Scalable Gaussian Processes with Latent Kronecker Structure ICML 2025 Scalable Inference for Bayesian Multinomial Logistic-Normal Dynamic Linear Models AISTATS 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025 SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations ICML 2025