conftrace_

time series prediction

70 papers

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Co-occurring keywords

recurrent neural network (1790) time series forecasting (364) attention mechanism (4001) graph neural network (3962) dynamical system (398) online learning (1777) time series (435) reservoir computing (29) long short-term memory (748) traffic forecasting (28)

Papers

Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction AAAI 2026
PPGPT: Transferring Next-Token Modeling from Language to PPG Signals AAAI 2026
TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025
MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage IJCAI 2025
Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025
Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series WACV 2025
LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025
Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024
CGS-Mask: Making Time Series Predictions Intuitive for All AAAI 2024
StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting AAAI 2024
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting AAAI 2024
Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors AAAI 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024
Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention ACML 2023
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks AAAI 2023
News Signals: An NLP Library for Text and Time Series EMNLP 2023
Neural Stochastic Differential Games for Time-series Analysis ICML 2023
Taming Local Effects in Graph-based Spatiotemporal Forecasting NIPS 2023
Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023
Non-autoregressive Conditional Diffusion Models for Time Series Prediction ICML 2023
ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract) AAAI 2023
Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023
KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023
Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods AAAI 2023
ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models JMLR 2022