MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation.

@inproceedings{dang-2026-mllmrec, author = {Yuzhuo Dang and Xin Zhang and Zhiqiang Pan and Yuxiao Duan and Wanyu Chen and Fei Cai and Honghui Chen}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {257--267}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809749}, doi = {https://doi.org/10.1145/3805712.3809749} }