Towards Comprehensive Multimodal Perception: Introducing the Touch-Language-Vision Dataset. - Ning Cheng; You Li 010; Jing Gao; Bin Fang 003; Jinan Xu; Wenjuan Han (CoRR, 2024)

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers. - Kaiyu Huang; Fengran Mo; Hongliang Li; You Li 010; Yuanchi Zhang; Weijian Yi; Yulong Mao; Jinchen Liu; Yuzhuang Xu; Jinan Xu; Jian-Yun Nie; Yang Liu 005 (CoRR, 2024)

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. - You Li 010; Heyu Huang; Chi Chen 005; Kaiyu Huang; Chao Huang; Zonghao Guo; Zhiyuan Liu 001; Jinan Xu; Yuhua Li 003; Ruixuan Li 001; Maosong Sun 001 (ACL (Findings), 2025)

Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model. - Xinyue Lou; You Li 010; Jinan Xu; Xiangyu Shi; Chi Chen 005; Kaiyu Huang (EMNLP, 2025)

Multi-Stage LLM Fine-Tuning with a Continual Learning Setting. - Changhao Guan; Chao Huang; Hongliang Li; You Li 010; Ning Cheng; Zihe Liu; Yufeng Chen 005; Jinan Xu; Jian Liu 032 (NAACL (Findings), 2025)

Touch100k: A large-scale touch-language-vision dataset for touch-centric multimodal representation. - Ning Cheng; Jinan Xu; Changhao Guan; Jing Gao; Weihao Wang; You Li 010; Fandong Meng; Jie Zhou 016; Bin Fang 003; Wenjuan Han (Inf. Fusion, 2025)

OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence. - Long Yuan 001; Fengran Mo; Kaiyu Huang; Wenjie Wang; Wangyuxuan Zhai; Xiaoyu Zhu; You Li 010; Jinan Xu; Jian-Yun Nie (CoRR, 2025)

Imagination Helps Visual Reasoning, But Not Yet in Latent Space. - You Li 010; Chi Chen 005; Yanghao Li; Fanhu Zeng; Kaiyu Huang; Jinan Xu; Maosong Sun 001 (CoRR, 2026)

MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction. - Junbo Cui; Bokai Xu; Chongyi Wang; Tianyu Yu 002; Weiyue Sun; Yingjing Xu; Tianran Wang; Zhihui He; Wenshuo Ma; Tianchi Cai; Jiancheng Gui; Luoyuan Zhang; et al. (CoRR, 2026)

Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning. - Fanhu Zeng; Zhicong Luo; Zefan Wang; You Li 010; Chi Chen 005; Maosong Sun 001 (CoRR, 2026)