temporal pattern

CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns NSDI 2026 HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling AAAI 2026 Learning Uncertainty from Sequential Internal Dispersion in Large Language Models ACL 2026 Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis AAAI 2026 S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026 SMARTTalk: Teaching SMART Logs to Talk to LLMs OSDI 2026 Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025 Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025 Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025 Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting ICML 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 FreqLLM: Frequency-Aware Large Language Models for Time Series Forecasting IJCAI 2025 Interface-level Intent Inference for Environment-agnostic Robot Teleoperation Assistance RSS 2025 Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics ICML 2025 Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025 Temporal Specification Optimisation for the Event Calculus AAAI 2025 Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NeurIPS 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings ICLR 2024 MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024 Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024 Multi-resolution Time-Series Transformer for Long-term Forecasting AISTATS 2024 THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024 Visual Objectification in Films: Towards a New AI Task for Video Interpretation CVPR 2024