A survey of safety and trustworthiness of large language models through the lens of verification and validation

Xiaowei Huang, Wenjie Ruan, Wei Huang, +14

Artificial Intelligence Review

Artificial IntelligenceEngineeringVerificationAi FoundationAi Safety +27

Imbalance in mitochondrial dynamics induced by low PGC-1α expression contributes to hepatocyte EMT and liver fibrosis

Linzhong Zhang, Yanghao Zhang, Xinxiang Chang, +1

Cell Death and Disease

Electrochemical Oxidative Cross‐Coupling Reaction to Access Unsymmetrical Thiosulfonates and Selenosulfonates

Xiaofeng Zhang, Ting Cui, Yanghao Zhang, +3

Advanced Synthesis & Catalysis

Arylsulfinic AcidsChemical EngineeringAccess Unsymmetrical ThiosulfonatesRadical ProcessEngineering +12

PGC-1α inhibits M2 macrophage polarization and alleviates liver fibrosis following hepatic ischemia reperfusion injury

Yanting Zhang, Linzhong Zhang, Yanmian Zhao, +3

Cell Death Discovery

Liver FibrosisImmunologyCholangiopathiesOxidative StressInflammation +16

Safeguarding large language models: a survey

Yi Dong, Ronghui Mu, Yanghao Zhang, +9

Artificial Intelligence Review

Generalizing Universal Adversarial Attacks Beyond Additive Perturbations

Yanghao Zhang, Wenjie Ruan, Fu Wang, +1

Data AugmentationConvolutional Neural NetworkComputer VisionMachine LearningData Science +13

A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation

Xiaowei Huang, Wenjie Ruan, Wei Huang, +14

arXiv (Cornell University)

Dual sparse learning via data augmentation for robust facial image classification

Shaoning Zeng, Bob Zhang, Yanghao Zhang, +1

International Journal of Machine Learning and Cybernetics

Face DetectionData AugmentationSparse RepresentationImage AnalysisMachine Learning +11

Generalizing universal adversarial perturbations for deep neural networks

Yanghao Zhang, Wenjie Ruan, Fu Wang, +1

Machine Learning

Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification

Shaoning Zeng, Bob Zhang, Yanghao Zhang, +1

Open Research Exeter (University of Exeter)

Convolutional Neural NetworkEngineeringMachine LearningClassic RepresentationAutoencoders +15