Data Science & Analytics

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 FLARE: A Framework for Stellar Flare Forecasting Using Stellar Physical Properties and Historical Records IJCAI 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 Fraud-Proof Revenue Division on Subscription Platforms ICML 2025 FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting IJCAI 2025 FreqLLM: Frequency-Aware Large Language Models for Time Series Forecasting IJCAI 2025 FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts AISTATS 2025 Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025 From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models ICML 2025 From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms ICML 2025 From Logits to Hierarchies: Hierarchical Clustering made Simple ICML 2025 From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking AAAI 2025 From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering ICML 2025 Fuzzy Collaborative Reasoning AAAI 2025 GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality AAAI 2025 GCF: Estimating Unobserved Demand Using Graph Causal Forecasting AAAI 2025 GeAR: Generation Augmented Retrieval ACL 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 General Incomplete Time Series Analysis via Patch Dropping Without Imputation IJCAI 2025 Generalization bounds for mixing processes via delayed online-to-PAC conversions ALT 2025 Generalization Performance of Ensemble Clustering: From Theory to Algorithm ICML 2025 Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval AAAI 2025 Generating Financial News Articles from Factors of Stock Price Rise / Decline by LLMs COLING 2025