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Sequence Modeling

237 papers

Papers per year

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25
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'25

Papers

Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen AAAI 2025
Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025
Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
Neural Variable-Order Fractional Differential Equation Networks AAAI 2025
Auto-Regressive Moving Diffusion Models for Time Series Forecasting AAAI 2025
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages AAAI 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
SNAP: Semantic Stories for Next Activity Prediction AAAI 2025
Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025
Beyond cognacy ACL 2025
Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025
DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study EMNLP 2025
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024
Gated Inference Network: Inference and Learning State-Space Models NIPS 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NIPS 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation NIPS 2024
A Tractable Inference Perspective of Offline RL NIPS 2024