Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Infer Causal Links Between Siamese Images. - Zhiyuan Li; Heng Wang 007; Dongnan Liu; Chaoyi Zhang; Ao Ma 002; Jieting Long; Tom Weidong Cai (CoRR, 2024)

Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities. - Zhiyuan Li; Heng Wang 007; Dongnan Liu; Chaoyi Zhang; Ao Ma 002; Jieting Long; Weidong Cai 001 (ACL (Findings), 2025)

Diversity-Augmented Diffusion Network With LLM Assistance For Radiology Report Generation. - Jieting Long; Zhiyuan Li; Jianan Fan; Zhuonan Liang; Ao Ma 002; Henning Müller; Weidong Cai 001 (WWW (Companion Volume), 2025)

Seek Inner: LLM-Enhanced Information Mining for Medical Visual Question Answering. - Ao Ma 002; Zhiyuan Li; Zhuonan Liang; Tiancheng Gu; Jianan Fan; Jieting Long; Henning Müller; Weidong Cai 001 (WWW (Companion Volume), 2025)