See more on my Google Scholar page († indicates equal contribution).
Interpreting Deep Neural Networks via Relative Activation-Deactivation Abstractions
Zhen Zhang, Peng Wu, Yuting Yang, Xuran Li
ACM Transactions on Software Engineering and Methodology 2025
Robust AI-ECG for Predicting Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease
Yuting Yang, Lorenzo Peracchio, Joshua Mayourian, John K Triedman, Timothy Miller, William G La Cava
arXiv preprint arXiv:2509.19564 2025
PAD: A robustness enhancement ensemble method via promoting attention diversity
Yuting Yang, Pei Huang, Feifei Ma, Juan Cao, Jintao Li
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 2024
Towards efficient verification of quantized neural networks
Pei Huang, Haoze Wu, Yuting Yang, Ieva Daukantas, Min Wu, Yedi Zhang, Clark Barrett
Proceedings of the AAAI Conference on Artificial Intelligence 2024
A prompt-based approach to adversarial example generation and robustness enhancement
Yuting Yang, Pei Huang, Juan Cao, Jintao Li, Yun Lin, Feifei Ma
Frontiers of Computer Science 2024
Parallel Verification for δ-Equivalence of Neural Network Quantization
Pei Huang, Yuting Yang, Haoze Wu, Ieva Daukantas, Min Wu, Fuqi Jia, Clark Barrett
International Symposium on AI Verification 2024
A dual prompt learning framework for few-shot dialogue state tracking
Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua
Proceedings of the ACM web conference 2023 2023
Quantifying robustness to adversarial word substitutions
Yuting Yang, Pei Huang, Juao Cao, Feifei Ma, Jian Zhang, Jintao Li
Joint European Conference on Machine Learning and Knowledge Discovery in Databases 2023
Word level robustness enhancement: Fight perturbation with perturbation
Pei Huang†, Yuting Yang†, Fuqi Jia, Minghao Liu, Feifei Ma, Jian Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 2022
𝜀-weakened robustness of deep neural networks
Pei Huang†, Yuting Yang†, Minghao Liu, Fuqi Jia, Feifei Ma, Jian Zhang
Proceedings of the 31st ACM SIGSOFT international symposium on software testing and analysis 2022
How to write high-quality news on social network? predicting news quality by mining writing style
Yuting Yang, Juan Cao, Mingyan Lu, Jintao Li, Chia-Wen Lin
arXiv preprint arXiv:1902.00750 2019