Wei, Junyi

7 publications

NeurIPS 2024 Interfacing Foundation Models' Embeddings Xueyan Zou, Linjie Li, Jianfeng Wang, Jianwei Yang, Mingyu Ding, Junyi Wei, Zhengyuan Yang, Feng Li, Hao Zhang, Shilong Liu, Arul Aravinthan, Yong Jae Lee, Lijuan Wang

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

NeurIPS 2023 Provable Guarantees for Neural Networks via Gradient Feature Learning Zhenmei Shi, Junyi Wei, Yingyu Liang

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

ICLR 2022 A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features Zhenmei Shi, Junyi Wei, Yingyu Liang