Generating Difficulty-aware Negative Samples via Conditional Diffusion for Multi-modal Recommendation.

@inproceedings{ma-2025-generating, author = {Wenze Ma and Chenyu Sun and Yanmin Zhu and Zhaobo Wang and Xuhao Zhao and Mengyuan Jing and Jiadi Yu and Feilong Tang}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Generating Difficulty-aware Negative Samples via Conditional Diffusion for Multi-modal Recommendation}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {979--988}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729986}, doi = {https://doi.org/10.1145/3726302.3729986} }