Methods

Voxplorer: Voice data exploration and projection in an interactive dashboard Interspeech 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 "What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts JMLR 2025 When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series ICML 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025 Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025 WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting AAAI 2025 xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition AAAI 2025 Abbreviation Across the World’s Languages and Scripts COLING 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams AAAI 2024 Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NeurIPS 2024 Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024 Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024 A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NeurIPS 2024 Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NeurIPS 2024 Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NeurIPS 2024 A Dynamical View of the Question of Why ICLR 2024 aeon: a Python Toolkit for Learning from Time Series JMLR 2024 A Fine-grained citation graph for biomedical academic papers: the finding-citation graph ACL 2024 A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs UAI 2024 Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NeurIPS 2024 Amortized Equation Discovery in Hybrid Dynamical Systems ICML 2024 Analysis of Annotator Demographics in Sexism Detection ACL 2024