Methods

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024 HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024 Hidden Follower Detection: How Is the Gaze-Spacing Pattern Embodied in Frequency Domain? AAAI 2024 Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling ICML 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference NeurIPS 2024 How Does Stereotype Content Differ across Data Sources? NAACL 2024 Identifiability of total effects from abstractions of time series causal graphs UAI 2024 Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past JMLR 2024 Identifying Spatio-Temporal Drivers of Extreme Events NeurIPS 2024 Implicit Anomaly Subgraph Detection (IASD) in Multi-Domain Attribute Networks IJCAI 2024 IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages ACL 2024 Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities NeurIPS 2024 Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024 Integrating INCEpTION into larger annotation processes EMNLP 2024 Intersecting Register and Genre: Understanding the Contents of Web-Crawled Corpora EMNLP 2024 Investigating the productivity of Passamaquoddy medials: A computational approach EACL 2024 Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach ICML 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024 IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NeurIPS 2024 Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking NeurIPS 2024 Kepler Light Curve Classification Using Deep Learning and Markov Transition Field (Student Abstract) AAAI 2024 Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NeurIPS 2024 KoFREN: Comprehensive Korean Word Frequency Norms Derived from Large Scale Free Speech Corpora COLING 2024 Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection IJCAI 2024 Large Language Models for Time Series: A Survey IJCAI 2024