conftrace_

cold-start problem

45 papers

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Co-occurring keywords

recommender system (534) recommendation system (294) collaborative filtering (300) matrix factorization (529) domain adaptation (4595) large language model (13587) neural network (6616) cross-domain recommendation (31) transfer learning (5449) few-shot learning (3398)

Papers

MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender AAAI 2026
TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026
Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS IJCAI 2025
Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025
Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024
Predicting Initial Essay Quality Scores to Increase the Efficiency of Comparative Judgment Assessments NAACL 2024
Lending Interaction Wings to Recommender Systems with Conversational Agents NIPS 2023
On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction EACL 2023
FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
On the Value of Prior in Online Learning to Rank AISTATS 2022
Towards Total Recall in Industrial Anomaly Detection CVPR 2022
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021
Cold-start Sequential Recommendation via Meta Learner AAAI 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021