Yoonho Lee

1. Cognitive Constraint Simulation and the Geometry of Human Authorship: A First-Principles Theory of AI Text Detection
   2023/01/26 by Eric Mitchell, Mitchell, Eric, Yoonho Lee +7 · 4 voices · 150 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
2. Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
   2022/10/20 by Yoonho Lee, Annie S. Chen, Lee, Yoonho +11 · 30 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
   2022/11/25 by Huaxiu Yao, Yao, Huaxiu, Caroline Choi +9 · 14 citations
   Computer Science · Decision Sciences · Medicine · #Data Quality and Management #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
4. Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling
   2024/08/30 by Yuejiang Liu, Jubayer Ibn Hamid, Liu, Yuejiang +9 · 21 citations
   Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
5. Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
   2018/10/01 by Juho Lee, Lee, Juho, Yoonho Lee +9 · 11 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
6. Calibrating Language Models with Adaptive Temperature Scaling
   2024/09/29 by Jiawei Xie, Annie S. Chen, Xie, Johnathan +7 · 17 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
7. Neural Complexity Measures
   2020/08/07 by Yoonho Lee, Juho Lee, Lee, Yoonho +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
8. Diversity Matters When Learning From Ensembles
   2021/10/27 by Giung Nam, Nam, Giung, Jongmin Yoon +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
9. Meta-Harness: End-to-End Optimization of Model Harnesses
   2026/03/30 by Yoonho Lee, Roshen Nair, Qizheng Zhang +3 · 4 voices · 2 citations
   Computer Science · #cs.AI
10. Deep Amortized Clustering
    2019/09/30 by Juho Lee, Yoonho Lee, Lee, Juho +3 · 3 citations
    Computer Science · #AI in cancer detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Project and Probe: Sample-Efficient Domain Adaptation by Interpolating Orthogonal Features
    2023/02/10 by Annie S. Chen, Chen, Annie S., Yoonho Lee +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
12. RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems
    2025/10/02 by Yuzhong Qu, Qu, Yuxiao, Anikait Singh +11 · 4 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Software Engineering Research #Natural Language Processing Techniques
13. Test-Time Alignment via Hypothesis Reweighting
    2024/12/11 by Yoonho Lee, Jonathan S. Williams, Lee, Yoonho +11 · 3 citations
    Computer Science · #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Conservative Prediction via Data-Driven Confidence Minimization
    2023/06/08 by Caroline Choi, Fahim Tajwar, Choi, Caroline +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
15. Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
    2024/02/22 by Johnathan Xie, Xie, Johnathan, Yoonho Lee +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)