Data Science & Analytics

Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction IJCAI 2025 Dynamic DBSCAN with Euler Tour Sequences AISTATS 2025 Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025 Dynamic Injection of Entity Knowledge into Dense Retrievers EMNLP 2025 Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Dynamic Similarity Graph Construction with Kernel Density Estimation ICML 2025 Each Fake News Is Fake in Its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection AAAI 2025 Early Concept Drift Detection via Prediction Uncertainty AAAI 2025 Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System IJCAI 2025 EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph ICML 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Effects of Publicity and Complexity in Reader Polarization NAACL 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025 Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags IJCAI 2025 Efficient Federated Incomplete Multi-View Clustering ICML 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025 Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025 Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025 Efficient Time Series Processing for Transformers and State-Space Models through Token Merging ICML 2025 ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025 Embracing Large Language Models in Traffic Flow Forecasting ACL 2025