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Papers
Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation
AAAI 2026
DHMRec: Collaboration-Guided Multimodal Disentanglement and Hierarchical Fusion for Recommendation
AAAI 2026
Sign-Aware Multimodal Graph Recommendation
AAAI 2026
VBF++: Variational Bayesian Fusion with Context-Aware Priors and Recommendation-Guided Adversarial Refinement for Multimodal Video Recommendation
AAAI 2026
A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation
NAACL 2025
Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs
AAAI 2025
Curriculum Conditioned Diffusion for Multimodal Recommendation
AAAI 2025
DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation
AAAI 2025
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
AAAI 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
AAAI 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
AAAI 2025
Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints
AAAI 2025
Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation
AAAI 2025
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
AAAI 2025
LGMRec: Local and Global Graph Learning for Multimodal Recommendation
AAAI 2024
Neighbor Similarity and Multimodal Alignment based Product Recommendation Study
UAI 2024
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
ACL 2023
LRMM: Learning to Recommend with Missing Modalities
EMNLP 2018