Methods

HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 Identifying and analyzing ‘noisy’ spelling errors in a second language corpus NAACL 2025 Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams AAAI 2025 ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 In-Context Fine-Tuning for Time-Series Foundation Models ICML 2025 Insights into Climate Change Narratives: Emotional Alignment and Engagement Analysis on TikTok ACL 2025 Insights into using temporal coordinated behaviour to explore connections between social media posts and influence EMNLP 2025 Instance Correlation Graph-based Naive Bayes ICML 2025 Investigating Affect Mining Techniques for Annotation Sample Selection in the Creation of Finnish Affective Speech Corpus Interspeech 2025 IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025 KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks ICML 2025 KernelMatmul: Scaling Gaussian Processes to Large Time Series AAAI 2025 kgMBQA: Quality Knowledge Graph-driven Multimodal Blind Image Assessment IJCAI 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis ICML 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 Latent Process Models for Functional Network Data JMLR 2025 Learning Changes in Graphon Attachment Network Models ICML 2025 Learning Soft Sparse Shapes for Efficient Time-Series Classification ICML 2025 Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes ICML 2025 Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting IJCAI 2025 Learning with Expected Signatures: Theory and Applications ICML 2025 LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases NAACL 2025 LENS: Learning Entities from Narratives of Skin Cancer COLING 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025