Applications

Representative Ranking for Deliberation in the Public Sphere ICML 2025 Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms ACL 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025 Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025 Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model ICML 2025 Rhomboid Tiling for Geometric Graph Deep Learning ICML 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025 Robust Conformal Outlier Detection under Contaminated Reference Data ICML 2025 Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering ICML 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025 SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes ICML 2025 Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts ACL 2025 Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation ICML 2025 Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025 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