conftrace_

temporal pattern

38 papers

Explore in graph

Co-occurring keywords

time series forecasting (364) pattern mining (28) large language model (13587) recurrent neural network (1790) multimodal learning (4645) attention mechanism (4001) representation learning (6206) transformer architecture (1560) long-term forecasting (20) symbolic time sequence (2)

Papers

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
S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026
Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis AAAI 2026
Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025
FreqLLM: Frequency-Aware Large Language Models for Time Series Forecasting IJCAI 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
Interface-level Intent Inference for Environment-agnostic Robot Teleoperation Assistance RSS 2025
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025
Temporal Specification Optimisation for the Event Calculus AAAI 2025
Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025
MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024
FilterNet: Harnessing Frequency Filters for Time Series Forecasting NIPS 2024
Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024
Visual Objectification in Films: Towards a New AI Task for Video Interpretation CVPR 2024
Multi-resolution Time-Series Transformer for Long-term Forecasting AISTATS 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024
THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024
CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022
TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021
Correlative Channel-Aware Fusion for Multi-View Time Series Classification AAAI 2021
Scheduling of Time-Varying Workloads Using Reinforcement Learning AAAI 2021