Tian Yu Liu

1. Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks
   2022/08/14 by Tian Yu Liu, Liu, Tian Yu, Yang Yu +3 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Tangent Model Composition for Ensembling and Continual Fine-tuning
   2023/07/16 by Tian Yu Liu, Stefano Soatto, Liu, Tian Yu +1 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
3. Taming AI Bots: Controllability of Neural States in Large Language Models
   2023/05/29 by Stefano Soatto, Paulo Tabuada, Soatto, Stefano +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
4. Stereoscopic Universal Perturbations across Different Architectures and Datasets
   2021/12/12 by Zachary Berger, Parth Agrawal, Berger, Zachary +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
5. Meaning Representations from Trajectories in Autoregressive Models
   2023/10/23 by Tian Yu Liu, Liu, Tian Yu, Matthew Trager +9 · 3 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
6. Tangent Transformers for Composition, Privacy and Removal
   2023/07/16 by Tian Yu Liu, Liu, Tian Yu, Aditya Golatkar +3 · 1 citation
   Computer Science · Neuroscience · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Visual perception and processing mechanisms
7. Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI
   2024/05/22 by Tian Yu Liu, Stefano Soatto, Liu, Tian Yu +7 · 1 citation
   Computer Science · #Topic Modeling