Data Science & Analytics

ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025 Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios ICML 2025 Automatic Identification and Naming of Overlapping and Topic-specific Argumentation Frames ACL 2025 AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting AutoML 2025 Auto-Regressive Moving Diffusion Models for Time Series Forecasting AAAI 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 Average Sensitivity of Hierarchical k-Median Clustering ICML 2025 Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025 Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025 Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation AAAI 2025 Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs AAAI 2025 Beyond Individual and Point: Next POI Recommendation via Region-aware Dynamic Hypergraph with Dual-level Modeling IJCAI 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Beyond Self-Interest: How Group Strategies Reshape Content Creation in Recommendation Platforms? ICML 2025 Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025