Xu, Zhuoyan

7 publications

ICCV 2025 Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li

ICMLW 2024 AdaInf: Adaptive Inference for Resource-Constrained Foundation Models Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Somali Chaterji, Yingyu Liang, Yin Li

ICLRW 2024 Do Large Language Models Have Compositional Ability? an Investigation into Limitations and Scalability Zhuoyan Xu, Zhenmei Shi, Yingyu Liang

ICLR 2024 Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Fangzhou Mu, Yin Li, Yingyu Liang

ICML 2024 Why Larger Language Models Do In-Context Learning Differently? Zhenmei Shi, Junyi Wei, Zhuoyan Xu, Yingyu Liang

ICLRW 2023 Improving Foundation Models for Few-Shot Learning via Multitask Finetuning Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Yin Li, Yingyu Liang

NeurIPSW 2023 Why Larger Language Models Do In-Context Learning Differently? Zhenmei Shi, Junyi Wei, Zhuoyan Xu, Yingyu Liang