Applications

Learning-Augmented Hierarchical Clustering ICML 2025 Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025 Learning from Sample Stability for Deep Clustering ICML 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health MLHC 2025 Learning With Multi-Group Guarantees For Clusterable Subpopulations ICML 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 LLM-Driven Estimation of Personal Carbon Footprint from Dialogues ACL 2025 LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ACL 2025 LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification IJCNLP 2025 LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data ICML 2025 Locality Preserving Markovian Transition for Instance Retrieval ICML 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning ICLR 2025 LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 Low coordinate degree algorithms II: Categorical signals and generalized stochastic block models COLT 2025