Data Science & Analytics

SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors ICML 2025 SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding ICML 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025 SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025 Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025 Selective Preference Aggregation ICML 2025 Selective Response Strategies for GenAI ICML 2025 Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation AAAI 2025 Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences AAAI 2025 Shifting Time: Time-series Forecasting with Khatri-Rao Neural Operators ICML 2025 Sifting through the Haystack - Efficiently Finding Rare Animal Behaviors in Large-Scale Datasets WACV 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 Signed Laplacians for Constrained Graph Clustering ICML 2025 Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025 Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025 Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025 Slimming the Fat-Tail: Morphing-Flow for Adaptive Time Series Modeling ICML 2025 SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers WACV 2025 SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025 SocialForge: simulating the social internet to provide realistic training against influence operations ACL 2025 Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025 Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series WACV 2025