Data Science & Analytics

Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025 Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025 ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting IJCAI 2025 Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025 A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025 A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems IJCAI 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems COLING 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments ICML 2025 AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025 A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings ICML 2025 AGM-TE: Approximate Generative Model Estimator of Transfer Entropy for Causal Discovery CLeaR 2025 AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025 A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025 ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 Aligning Time-series by Local Trends: Applications in Public Health AAAI 2025 Almost Optimal Fully Dynamic k-Center Clustering with Recourse ICML 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025 A Market for Accuracy: Classification Under Competition ICML 2025 A Meta-learner for Heterogeneous Effects in Difference-in-Differences ICML 2025 A Methodological Framework for Measuring Spatial Labeling Similarity IJCAI 2025 A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model NAACL 2025