A Survey of Vision-Language Pre-Trained Models. - Yifan Du 002; Zikang Liu 001; Junyi Li; Wayne Xin Zhao (IJCAI, 2022)

A Survey of Large Language Models. - Wayne Xin Zhao; Kun Zhou 002; Junyi Li; Tianyi Tang; Xiaolei Wang 005; Yupeng Hou; Yingqian Min; Beichen Zhang; Junjie Zhang 009; Zican Dong; Yifan Du 002; Chen Yang; et al. (CoRR, 2023)

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study. - Peiyu Liu 002; Zikang Liu 001; Ze-Feng Gao; Dawei Gao; Wayne Xin Zhao; Yaliang Li; Bolin Ding; Ji-Rong Wen (LREC/COLING, 2024)

Less is More: Data Value Estimation for Visual Instruction Tuning. - Zikang Liu 001; Kun Zhou 002; Wayne Xin Zhao; Dawei Gao; Yaliang Li; Ji-Rong Wen (CoRR, 2024)

Virgo: A Preliminary Exploration on Reproducing o1-like MLLM. - Yifan Du 002; Zikang Liu 001; Yifan Li 009; Wayne Xin Zhao; Yuqi Huo; Bingning Wang; Weipeng Chen; Zheng Liu 011; Zhongyuan Wang 006; Ji-Rong Wen (CoRR, 2025)

Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models. - Zikang Liu 001; Kun Zhou 002; Wayne Xin Zhao; Dawei Gao; Yaliang Li; Ji-Rong Wen (CoRR, 2025)