conftrace_

cold-start recommendation

21 papers

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Also known as

CSR

Co-occurring keywords

recommender system (534) collaborative filtering (300) graph neural network (3962) recommendation system (294) cross-domain recommendation (31) cold-start problem (45) contrastive learning (4032) item recommendation (32) preference modeling (93) disentangled representation (521)

Papers

M²VAE: Multi-Modal Multi-View Variational Autoencoder for Cold-start Item Recommendation AAAI 2026
RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation AAAI 2026
Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation ACL 2026
Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025
Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation AAAI 2025
Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024
Few-Shot Learning for Cold-Start Recommendation COLING 2024
Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
Graph Heterogeneous Multi-Relational Recommendation AAAI 2021
Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NIPS 2021
Preference-Adaptive Meta-Learning for Cold-Start Recommendation IJCAI 2021
U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021
Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation AAAI 2020
From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019
A Meta-Learning Perspective on Cold-Start Recommendations for Items NIPS 2017
Gaussian Process Preference Elicitation NIPS 2010