Data Science & Analytics

Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025 Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025 Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025 ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025 RecFlow: An Industrial Full Flow Recommendation Dataset ICLR 2025 RecLM: Recommendation Instruction Tuning ACL 2025 Recommendations with Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization ICML 2025 Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025 RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving COLING 2025 Reddit FlairShare: A Human-Annotated Dataset of Gender-Progressive Online Discourse Interspeech 2025 Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025 Relational Conformal Prediction for Correlated Time Series ICML 2025 Relative Error Fair Clustering in the Weak-Strong Oracle Model ICML 2025 Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ACL 2025 Reliability of Topic Modeling NAACL 2025 Representative Ranking for Deliberation in the Public Sphere ICML 2025 Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms ACL 2025 Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis ICML 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025 Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025 Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression Under Indirect Supervision IJCAI 2025 Rethinking Time Encoding via Learnable Transformation Functions ICML 2025 Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025