Junyi Wei

1. Why Larger Language Models Do In-context Learning Differently?
   2024/05/30 by Zhenmei Shi, Junyi Wei, Shi, Zhenmei +5 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features
   2022/06/03 by Zhenmei Shi, Junyi Wei, Shi, Zhenmei +3 · 5 citations
   Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Machine Learning and Algorithms
3. Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
   2024/02/22 by Zhuoyan Xu, Xu, Zhuoyan, Zhenmei Shi +9 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Dam Engineering and Safety #FOS: Computer and information sciences #Geotechnical Engineering and Analysis #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
4. Provable Guarantees for Neural Networks via Gradient Feature Learning
   2023/10/19 by Zhenmei Shi, Junyi Wei, Shi, Zhenmei +3 · 2 citations
   Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference