collaborative filtering

298 papers

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Also known as

CCF CF

Co-occurring keywords

recommender system (529) matrix factorization (529) recommendation system (292) matrix completion (356) graph neural network (3945) representation learning (6174) large language model (12755) user modeling (134) user preference (114) online learning (1770)

Papers

RecLM: Recommendation Instruction Tuning ACL 2025

DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025

Semantic Enhanced Heterogeneous Hypergraph Network for Collaborative Filtering AAAI 2025

Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025

LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025

Fuzzy Collaborative Reasoning AAAI 2025

Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation AAAI 2025

Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation COLING 2025

Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025

Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025

Spk2SRImgNet: Super-Resolve Dynamic Scene from Spike Stream via Motion Aligned Collaborative Filtering CVPR 2025

Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination NIPS 2024

XRec: Large Language Models for Explainable Recommendation EMNLP 2024

RRL: Recommendation Reverse Learning AAAI 2024

Modeling Knowledge Graphs with Composite Reasoning AAAI 2024

PepRec: Progressive Enhancement of Prompting for Recommendation EMNLP 2024

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024

Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024

Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024

AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NIPS 2024

SVD-AE: Simple Autoencoders for Collaborative Filtering IJCAI 2024

How Does Message Passing Improve Collaborative Filtering? NIPS 2024

Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach AAAI 2024

Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024