Data Science & Analytics

SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion NeurIPS 2024 Solar Power Generation Forecasting via Multimodal Feature Fusion (Student Abstract) AAAI 2024 Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting Interspeech 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 Sparse Graphical Linear Dynamical Systems JMLR 2024 SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters ICML 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024 Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting IJCAI 2024 Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024 Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting AAAI 2024 SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series IJCAI 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Spectral learning of multivariate extremes JMLR 2024 Speech Rate and Salient Syllables Position in Spontaneous Speech of Children with Autism Spectrum Disorder COLING 2024 Stability and Multigroup Fairness in Ranking with Uncertain Predictions ICML 2024 Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024 Stationarity without mean reversion in improper Gaussian processes ICML 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting AAAI 2024 Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024 Strategic Recommendation: Revenue Optimal Matching for Online Platforms (Student Abstract) AAAI 2024 Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach IJCAI 2024 STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module ACL 2024 Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics NeurIPS 2024 Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024