Data Science & Analytics

TSVer: A Benchmark for Fact Verification Against Time-Series Evidence EMNLP 2025 Tunable LLM-based Proactive Recommendation Agent ACL 2025 UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025 Understanding Microtargeting Pattern on Social Media AAAI 2025 UNHaP: Unmixing Noise from Hawkes Processes AISTATS 2025 UnHiPPO: Uncertainty-aware Initialization for State Space Models ICML 2025 Unified K-Means Clustering with Label-Guided Manifold Learning ICML 2025 Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery CLeaR 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025 Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs EMNLP 2025 Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction IJCAI 2025 UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting AAAI 2025 VerbalTS: Generating Time Series from Texts ICML 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 VoxAging: Continuously Tracking Speaker Aging with a Large-Scale Longitudinal Dataset in English and Mandarin Interspeech 2025 Voxplorer: Voice data exploration and projection in an interactive dashboard Interspeech 2025 WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning ICLR 2025 WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales ICML 2025 WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting AAAI 2025 WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting ICML 2025