time series prediction

Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods AAAI 2023 ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract) AAAI 2023 KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023 Neural Stochastic Differential Games for Time-series Analysis ICML 2023 News Signals: An NLP Library for Text and Time Series EMNLP 2023 Non-autoregressive Conditional Diffusion Models for Time Series Prediction ICML 2023 Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention ACML 2023 Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023 Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023 Taming Local Effects in Graph-based Spatiotemporal Forecasting NeurIPS 2023 A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022 EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models JMLR 2022 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NeurIPS 2021 Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021 Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021 From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021 Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021 Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data ACML 2021 Liquid Time-constant Networks AAAI 2021 Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021 Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021