Xingyu Zhao

1. A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
   2023/05/19 by Xiaowei Huang, Wenjie Ruan, Huang, Xiaowei +31 · 14 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Software Engineering Research #Artificial Intelligence in Healthcare and Education
2. Building Guardrails for Large Language Models
   2024/02/02 by Yi Dong, Ronghui Mu, Dong, Yi +15 · 16 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
   2024/12/05 by Zhenglin Huang, Huang, Zhenglin, Jinwei Hu +15 · 26 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations
   2020/12/05 by Xingyu Zhao, Wei Huang, Zhao, Xingyu +7 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
5. SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability
   2022/08/19 by Wei Huang, Xingyu Zhao, Huang, Wei +5 · 3 citations
   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 in Healthcare
6. Assessing the Reliability of Deep Learning Classifiers Through\n Robustness Evaluation and Operational Profiles
   2021/06/02 by Xingyu Zhao, Wei Huang, Zhao, Xingyu +11 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Software Reliability and Analysis Research #Radiation Effects in Electronics
7. Experimental realization and synchronization of a quantum van der Pol oscillator
   2025/04/01 by Y. Li, Li, Yi, Zihan Xie +19 · 6 citations
   Physics and Astronomy · #Mechanical and Optical Resonators #stochastic dynamics and bifurcation #Quantum chaos and dynamical systems
8. SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints
   2023/12/05 by Xianping Ma, Qianqian Wu, Ma, Xianping +9 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
9. Hierarchical Distribution-Aware Testing of Deep Learning
   2022/05/17 by Wei Huang, Xingyu Zhao, Huang, Wei +7 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Software Engineering (cs.SE)
10. What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems
    2023/07/20 by Saddek Bensalem, Bensalem, Saddek, Chih‐Hong Cheng +9 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Systems and Control (eess.SY) #electronic engineering #information engineering
11. Probabilistic Robustness in Deep Learning: A Concise yet Comprehensive Guide
    2025/02/20 by Xingyu Zhao, Zhao, Xingyu · 2 citations
    Engineering · #Fault Detection and Control Systems
12. Modeling Memory-Dependent Reliability of LLMs: A Hidden Markov Model
    2026/07/24 by Robab Aghazadeh Chakherlou, Siddartha Khastgir, Peter Popov +1
    #stat.ML #cs.AI #cs.LG
13. Accounting for Nanofilm Contributions in Interfacial Free Energy Calculations Using Classical Density Functional Theory
    2026/07/21 by Yafan Yang, Zufeng Zuo, Xingyu Zhao +2
    #physics.chem-ph