Sequential Modeling

EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams MIDL 2026 Are Expressive Models Truly Necessary for Offline RL? AAAI 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 The Complexity of Sequential Prediction in Dynamical Systems L4DC 2025 AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NeurIPS 2024 Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024 Monitoring and Intervening on Large Populations of Weakly Coupled Processes with Social Impact Applications AAAI 2023 Bayesian Persuasion in Sequential Decision-Making AAAI 2022 Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NeurIPS 2022 Heavy Ball Neural Ordinary Differential Equations NeurIPS 2021 Online Variational Filtering and Parameter Learning NeurIPS 2021 Context Aware Sequence Modeling IJCAI 2020 Optimal Sampling and Clustering in the Stochastic Block Model NeurIPS 2019 Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs NeurIPS 2018 Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NeurIPS 2018 Diverse Sequential Subset Selection for Supervised Video Summarization NeurIPS 2014 Slice Normalized Dynamic Markov Logic Networks NeurIPS 2012 Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NeurIPS 2012 Sequential effects reflect parallel learning of multiple environmental regularities NeurIPS 2009