Jerry Yao-Chieh Hu
- Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries
2024/05/31 by Jiahao Yu, Haozheng Luo, Yu, Jiahao +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- On Sparse Modern Hopfield Model
2023/09/22 by Jerry Yao-Chieh Hu, Donglin Yang, Hu, Jerry Yao-Chieh +9 · 5 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning
- Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
2024/04/04 by Dennis Wu, Wu, Dennis, Jerry Yao-Chieh Hu +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality
2024/11/26 by Jerry Yao-Chieh Hu, Weimin Wu, Hu, Jerry Yao-Chieh +9 · 5 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Mechanics and Entropy
- Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
2024/11/25 by Jerry Yao-Chieh Hu, Wei-Po Wang, Hu, Jerry Yao-Chieh +9 · 4 citations
Computer Science · Engineering · #Advanced Electrical Measurement Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Magnetic Field Sensors Techniques #Sensor Technology and Measurement Systems
- Nonparametric Modern Hopfield Models
2024/04/05 by Jerry Yao-Chieh Hu, Boyu Chen, Hu, Jerry Yao-Chieh +7 · 2 citations
Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis
- Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
2024/04/04 by Jerry Yao-Chieh Hu, Pei-Hsuan Chang, Hu, Jerry Yao-Chieh +11 · 2 citations
Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Magnetic Properties and Applications #Model Reduction and Neural Networks
- Minimalist Softmax Attention Provably Learns Constrained Boolean Functions
2025/05/26 by Jerry Yao-Chieh Hu, Hu, Jerry Yao-Chieh, Xiwen Zhang +7 · 3 citations
Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Machine Learning and Data Classification
- Universal Approximation with Softmax Attention
2025/04/22 by Jerry Yao-Chieh Hu, Hu, Jerry Yao-Chieh, Hongyu Chen +6 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Neural Networks and Applications #Numerical Methods and Algorithms