FMCNS: Flow Matching with Causal-aware Negative Sampling for Multimodal Recommendation.

Xinji Zha|Yongfu Zha|Haomiao Jiang|Xueliang Song|Huanxin Ding|Yumin Dong


Anthology ID:DBLP:journals/ipm/ZhaZJSDD26
Year:2026
Venue:Information Processing and Management
Pages:104944
URL:https://doi.org/10.1016/J.IPM.2026.104944
DOI:https://doi.org/10.1016/J.IPM.2026.104944
DBLP:journals/ipm/ZhaZJSDD26
BibTeX:
@article{zha-2026-fmcns, author = {Xinji Zha and Yongfu Zha and Haomiao Jiang and Xueliang Song and Huanxin Ding and Yumin Dong}, title = {{FMCNS: Flow Matching with Causal-aware Negative Sampling for Multimodal Recommendation}}, journal = {Information Processing and Management}, volume = {63}, number = {8}, pages = {104944}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2026.104944}, doi = {https://doi.org/10.1016/J.IPM.2026.104944} }