Data Science & Analytics

Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Top-one Recommendation with Anonymous User Behaviors (Student Abstract) AAAI 2025 To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025 Toward Interpretable Time Series Modeling: A Kernel Representation Perspective IJCAI 2025 Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales NAACL 2025 Towards Better-than-2 Approximation for Constrained Correlation Clustering ICML 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025 Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space AAAI 2025 Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025 Towards Learnable Anchor for Deep Multi-View Clustering AAAI 2025 Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements Interspeech 2025 Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025 TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view Clustering AAAI 2025 Tracking and Identifying International Propaganda and Influence Networks Online AAAI 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks MIDL 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025 TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation ICML 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025 Tsururu: A Python-based Time Series Forecasting Strategies Library IJCAI 2025