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2020 – today
- 2025
[j5]Aobo Chen, Yangyi Li
, Chenxu Zhao, Mengdi Huai:
A survey of security and privacy issues of machine unlearning. AI Mag. 46(1) (2025)- [i4]Wei Qian, Chenxu Zhao, Yangyi Li, Wenqian Ye, Mengdi Huai:
Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten. CoRR abs/2508.07458 (2025) - [i3]Yangyi Li, Mengdi Huai:
Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering. CoRR abs/2509.15403 (2025) - 2024
- [j4]Xinxin Wang, Yangyi Li, Ke Yang, Zeshui Xu, Jian Zhang:
A regionally coordinated allocation strategy for medical resources based on multidimensional uncertain information. Inf. Sci. 666: 120384 (2024) - [j3]Yangyi Li:
Internet Finance Non-stationary Time Series Prediction Algorithm Based on Deep Learning. Inf. Technol. Control. 53(4): 1236-1250 (2024) - [j2]Zhuoni Zheng, Rongrong Zhang, Yangyi Li, Xiaoming Huang, Juntao Liang:
A Hybrid Neural Network-Based Fast Financial Fraud Detection Model. J. Circuits Syst. Comput. 33(15): 2450277:1-2450277:23 (2024) - [c4]Wei Qian, Chenxu Zhao, Yangyi Li, Fenglong Ma, Chao Zhang, Mengdi Huai:
Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction. AAAI 2024: 14651-14659 - [c3]Yangyi Li, Aobo Chen, Wei Qian, Chenxu Zhao, Divya Lidder, Mengdi Huai:
Data Poisoning Attacks against Conformal Prediction. ICML 2024 - [c2]Chenxu Zhao, Wei Qian, Yangyi Li, Aobo Chen, Mengdi Huai:
Rethinking Adversarial Robustness in the Context of the Right to be Forgotten. ICML 2024 - [c1]Aobo Chen, Yangyi Li, Wei Qian, Kathy Morse, Chenglin Miao, Mengdi Huai:
Modeling and Understanding Uncertainty in Medical Image Classification. MICCAI (10) 2024: 557-567 - [i2]Wei Qian, Chenxu Zhao, Yangyi Li, Fenglong Ma, Chao Zhang, Mengdi Huai:
Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction. CoRR abs/2401.01549 (2024) - [i1]Wei Qian, Aobo Chen, Chenxu Zhao, Yangyi Li, Mengdi Huai:
Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten. CoRR abs/2405.16798 (2024) - 2022
- [j1]Xinxin Wang, Yangyi Li, Zeshui Xu, Yuyan Luo:
Nested information representation of multi-dimensional decision: An improved PROMETHEE method based on NPLTSs. Inf. Sci. 607: 1224-1244 (2022)
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