Data Science & Analytics

Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series ICML 2025 GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks ICCV 2025 Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Geometric Collaborative Filtering with Convergence AISTATS 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 GIST: Gear Type Identification by Spatiotemporal Trajectory Transformation for Monitoring Fisheries AAAI 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Global-Local Dirichlet Processes for Clustering Grouped Data in the Presence of Group-Specific Idiosyncratic Variables ICML 2025 GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation IJCAI 2025 GraDaSE: Graph-Based Dataset Search with Examples EMNLP 2025 GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ACL 2025 Granular-Ball-Induced Multiple Kernel K-Means IJCAI 2025 Graph Adaptive Autoregressive Moving Average Models ICML 2025 Graph-Based Algorithms for Diverse Similarity Search ICML 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Graph Minimum Factorization Distance and Its Application to Large-Scale Graph Data Clustering ICML 2025 Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Graph-Structured Trajectory Extraction from Travelogues ACL 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025 Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs EMNLP 2025 HAR-former: Hybrid Transformer with an Adaptive Time-Frequency Representation Matrix for Long-Term Series Forecasting AISTATS 2025