Skip to content
conftrace_

multimodal recommendation

18 papers

MRS

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