2024
1.
Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang,Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Huarong Zhou, Zhihui He, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Jie Zhou, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun. MiniCPM-V: A GPT-4V Level Multimodal LLM on Your Phone.
[Project: MiniCPM-V]
2. Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, Xinrong Zhang, Zheng Leng Thai, Kaihuo Zhang, Chongyi Wang,
Yuan Yao, Chenyang Zhao, Jie Zhou, Jie Cai, Zhongwu Zhai, Ning Ding, Chao Jia, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun. MiniCPM: Unveiling the Potential of End-side Large Language Models. COLM 2024
. [Project: MiniCPM]
3. Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jinyi Hu, Zhiyuan Liu, Yuan Yao†, Gao Huang. († indicates corresponding author) AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. ECCV 2024.
4. Ao Zhang, Yuan Yao†, Wei Ji, Zhiyuan Liu, Tat-Seng Chua. († indicates corresponding author) NExT-Chat: An LMM for Chat, Detection and Segmentation. ICML 2024.
5. Tianyu Yu,
Yuan Yao†, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua. († indicates corresponding author) RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. CVPR 2024.
[Project: RLHF-V]
6. Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao†, Gao Huang. († indicates corresponding author) Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. CVPR 2024.
7. Jinyi Hu,
Yuan Yao†, Chongyi Wang, Yinxu Pan, Shan Wang, Qianyu Chen, Tianyu Yu, Yue Zhao, Xu Han, Jiao Xue, Dahai Li, Zhiyuan Liu†, Maosong Sun†. († indicates corresponding author) Large Multilingual Models Pivot Zero-shot Multimodal Learning across Languages. ICLR 2024.
Spotlight. [Project: VisCPM]
8. Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Kaifeng Yun, Linlu GONG, Nianyi Lin, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu,
Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Xu Bin, Jie Tang, Juanzi Li. KoLA: Carefully Benchmarking World Knowledge of Large Language Models. ICLR 2024.
[Project: KoLA]
9. Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun. CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. AI Open. 2024.