Jekyll2026-05-05T06:19:50+00:00https://proceedings.mlr.press/v332/feed.xmlProceedings of Machine Learning ResearchProceedings of AAAI 2026 Workshop on Bias in Multimodal AI
Held in Singapore Expo, Tampines, Singapore on 25 January 2026
Published as Volume 332 by the Proceedings of Machine Learning Research on 09 April 2026.
Volume Edited by:
Soyeon Caren Han
Rina Carines Cabral
Series Editors:
Neil D. Lawrence
PMLRPreface2026-04-09T00:00:00+00:002026-04-09T00:00:00+00:00https://proceedings.mlr.press/v332/han26a[{"given"=>"Soyeon Caren", "family"=>"Han"}, {"given"=>"Rina Carines", "family"=>"Cabral"}]Annotator Risk Preference as a Catalyst for Systemic Bias in Multimodal AI2026-04-09T00:00:00+00:002026-04-09T00:00:00+00:00https://proceedings.mlr.press/v332/hu26a[{"given"=>"Shuofeng", "family"=>"Hu"}, {"given"=>"Zhen", "family"=>"He"}, {"given"=>"Tongtong", "family"=>"Kan"}, {"given"=>"Xiaomin", "family"=>"Ying"}]Cultural Representation Bias and Alignment Divergence in Large Language Models2026-04-09T00:00:00+00:002026-04-09T00:00:00+00:00https://proceedings.mlr.press/v332/kan26a[{"given"=>"Tongtong", "family"=>"Kan"}, {"given"=>"Zhen", "family"=>"He"}, {"given"=>"Shuofeng", "family"=>"Hu"}, {"given"=>"Xiaomin", "family"=>"Ying"}]Physics-based phenomenological characterization of cross-modal bias in multimodal models2026-04-09T00:00:00+00:002026-04-09T00:00:00+00:00https://proceedings.mlr.press/v332/kim26a[{"given"=>"Hyeongmo", "family"=>"Kim"}, {"given"=>"Sohyun", "family"=>"Kang"}, {"given"=>"Yerin", "family"=>"Choi"}, {"given"=>"Seungyeon", "family"=>"Ji"}, {"given"=>"Junhyuk", "family"=>"Woo"}, {"given"=>"Hyunsuk", "family"=>"Chung"}, {"given"=>"Soyeon Caren", "family"=>"Han"}, {"given"=>"Kyungreem", "family"=>"Han"}]Expert Collapse and Compositional Failure in Simple Multimodal MoE2026-04-09T00:00:00+00:002026-04-09T00:00:00+00:00https://proceedings.mlr.press/v332/ticinovic26a[{"given"=>"Anthony", "family"=>"Ticinovic"}, {"given"=>"Caren", "family"=>"Han"}]