Data Science & Analytics

Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025 Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025 Suicidal Posts Detection System Incorporating Psychological Risk Factors ACML 2025 Sundial: A Family of Highly Capable Time Series Foundation Models ICML 2025 SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025 SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025 T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025 T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection AAAI 2025 TANGO: Clustering with Typicality-Aware Nonlocal Mode-Seeking and Graph-Cut Optimization ICML 2025 Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System NAACL 2025 taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades ACL 2025 TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting IJCAI 2025 Telling Peer Direct Effects from Indirect Effects in Observational Network Data ICML 2025 Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025 Temporal Streaming Batch Principal Component Analysis for Time Series Classification (Student Abstract) AAAI 2025 Tensorial Multi-view Clustering with Deep Anchor Graph Projection IJCAI 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025 Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025 Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025 TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics ICLR 2025