conftrace_

recommender system

534 papers

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Also known as

RECSYS RS

Co-occurring keywords

collaborative filtering (300) recommendation system (294) large language model (13587) matrix factorization (529) representation learning (6206) graph neural network (3962) neural network (6616) attention mechanism (4001) user modeling (134) user preference (114)

Papers

PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
Generative Product Recommendations for Implicit Superlative Queries NAACL 2025
RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving COLING 2025
A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025
Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models AAAI 2025
Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025
Tunable LLM-based Proactive Recommendation Agent ACL 2025
LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025
Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution AAAI 2025
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025
Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025
LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025
Human-AI Coevolution (Abstract Reprint) IJCAI 2025
GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation IJCAI 2025
Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025
CUGF: A Reliable and Fair Recommendation Framework AAAI 2025
PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer ACL 2025
The POWER of Ikigai: Optimizing Life Fulfillment with an Integrated User Simulator and Adaptive Hobby Recommender AAAI 2025
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024
Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024