Juyeon Heo

1. Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
   2023/11/10 by Weiyang Liu, Zeju Qiu, Liu, Weiyang +25 · 38 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. Do LLMs "know" internally when they follow instructions?
   2024/10/18 by Juyeon Heo, Heo, Juyeon, Christina Heinze-Deml +12 · 14 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Robust Explanation Constraints for Neural Networks
   2022/12/16 by Matthew Wicker, Wicker, Matthew, Juyeon Heo +5 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Do LLMs estimate uncertainty well in instruction-following?
   2024/10/18 by Juyeon Heo, Miao Xiong, Heo, Juyeon +5 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Text Readability and Simplification