Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. - Junying Chen; Chi Gui; Ruyi Ouyang; Anningzhe Gao; Shunian Chen; Guiming Chen; Xidong Wang; Zhenyang Cai; Ke Ji; Xiang Wan; Benyou Wang (EMNLP, 2024)

Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. - Juhao Liang; Zhenyang Cai; Jianqing Zhu; Huang Huang; Kewei Zong; Bang An 004; Mosen Alharthi; Juncai He 001; Lian Zhang; Haizhou Li 001; Benyou Wang; Jinchao Xu (NeurIPS, 2024)

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. - Junying Chen; Ruyi Ouyang; Anningzhe Gao; Shunian Chen; Guiming Hardy Chen; Xidong Wang; Ruifei Zhang; Zhenyang Cai; Ke Ji; Guangjun Yu; Xiang Wan; Benyou Wang (CoRR, 2024)

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs. - Junying Chen; Zhenyang Cai; Ke Ji; Xidong Wang; Wanlong Liu; Rongsheng Wang; Jianye Hou; Benyou Wang (CoRR, 2024)

On the Compositional Generalization of Multimodal LLMs for Medical Imaging. - Zhenyang Cai; Junying Chen; Rongsheng Wang; Weihong Wang; Yonglin Deng; Dingjie Song; Yize Chen; Zixu Zhang; Benyou Wang (CoRR, 2024)

Additional Self-Attention Transformer With Adapter for Thick Haze Removal. - Zhenyang Cai; Jin Ning 001; Zhiheng Ding; Bin Duo (IEEE Geosci. Remote. Sens. Lett., 2024)

Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging. - Zhenyang Cai; Junying Chen; Rongsheng Wang; Weihong Wang; Yonglin Deng; Dingjie Song; Yize Chen; Zixu Zhang; Benyou Wang (ACL (1), 2025)

Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems. - Junying Chen; Zhenyang Cai; Ke Ji; Xidong Wang; Wanlong Liu; Rongsheng Wang; Benyou Wang (ACL (Findings), 2025)

UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models. - Ruoli Gan; Duanyu Feng; Chen Zhang 020; Zhihang Lin; Haochen Jia; Hao Wang; Zhenyang Cai; Lei Cui; Qianqian Xie; Jimin Huang; Benyou Wang (NAACL (Findings), 2025)

ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation. - Junying Chen; Zhenyang Cai; Pengcheng Chen; Shunian Chen; Ke Ji; Xidong Wang; Yunjin Yang; Benyou Wang (CoRR, 2025)

MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos. - Rongsheng Wang; Junying Chen; Ke Ji; Zhenyang Cai; Shunian Chen; Yunjin Yang; Benyou Wang (CoRR, 2025)

ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine. - Junying Chen; Zhenyang Cai; Zhiheng Liu; Yunjin Yang; Rongsheng Wang; Qingying Xiao; Xiangyi Feng; Zhan Su 002; Jing Guo; Xiang Wan; Guangjun Yu; Haizhou Li 001; et al. (CoRR, 2025)