MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation. - Qinhan Yu; Zhiyou Xiao; Binghui Li; Zhengren Wang; Chong Chen 001; Wentao Zhang 001 (SIGIR, 2025)

MRAMG-Bench: A BeyondText Benchmark for Multimodal Retrieval-Augmented Multimodal Generation. - Qinhan Yu; Zhiyou Xiao; Binghui Li; Zhengren Wang; Chong Chen; Wentao Zhang (CoRR, 2025)

M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation. - Zhiyou Xiao; Qinhan Yu; Binghui Li; Geng Chen; Chong Chen; Wentao Zhang 001 (CoRR, 2025)