Frozen LVLMs for Micro-Video Recommendation: A Systematic Study of Feature Extraction and Fusion.

@inproceedings{sun-2026-frozen, author = {Huatuan Sun and Yunshan Ma and Changguang Wu and Yanxin Zhang and Pengfei Wang and Xiaoyu Du}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Frozen LVLMs for Micro-Video Recommendation: A Systematic Study of Feature Extraction and Fusion}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {40--49}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810736}, doi = {https://doi.org/10.1145/3805622.3810736} }