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2020 – today
- 2024
[j7]Gang Wang
, Li Zhou, Qingming Li, Xiaoran Yan, Ximeng Liu, Yuncheng Wu:
FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme. IEEE Internet Things J. 11(13): 23268-23281 (2024)- [j6]Qingming Li, H. Vicky Zhao:
Probe: Learning Users' Personal Projection Bias in Inter-Temporal Choices. IEEE Trans. Signal Process. 72: 928-941 (2024) - [c5]Qingming Li, Xiaohang Li, Li Zhou, Xiaoran Yan:
AdaFL: Adaptive Client Selection and Dynamic Contribution Evaluation for Efficient Federated Learning. ICASSP 2024: 6645-6649 - [i13]Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji:
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models. CoRR abs/2405.05846 (2024) - [i12]Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji:
How to Train a Backdoor-Robust Model on a Poisoned Dataset without Auxiliary Data? CoRR abs/2405.12719 (2024) - [i11]Yuwen Pu, Zhuoyuan Ding, Jiahao Chen, Chunyi Zhou, Qingming Li, Chunqiang Hu, Shouling Ji:
A Stealthy Backdoor Attack for Without-Label-Sharing Split Learning. CoRR abs/2405.12751 (2024) - [i10]Puning Zhao, Lifeng Lai, Li Shen, Qingming Li, Jiafei Wu, Zhe Liu:
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy. CoRR abs/2405.13453 (2024) - [i9]Qingming Li, Juzheng Miao, Puning Zhao, Li Zhou, Shouling Ji, Bowen Zhou, Furui Liu:
Emulating Full Client Participation: A Long-Term Client Selection Strategy for Federated Learning. CoRR abs/2405.13584 (2024) - [i8]Puning Zhao, Rongfei Fan, Huiwen Wu, Qingming Li, Jiafei Wu, Zhe Liu:
Enhancing Learning with Label Differential Privacy by Vector Approximation. CoRR abs/2405.15150 (2024) - [i7]Puning Zhao, Li Shen, Rongfei Fan, Qingming Li, Huiwen Wu, Jiafei Wu, Zhe Liu:
Learning with User-Level Local Differential Privacy. CoRR abs/2405.17079 (2024) - [i6]Puning Zhao, Jiafei Wu, Zhe Liu, Chong Wang, Rongfei Fan, Qingming Li:
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates. CoRR abs/2408.09891 (2024) - [i5]Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji:
CAMH: Advancing Model Hijacking Attack in Machine Learning. CoRR abs/2408.13741 (2024) - 2023
- [j5]Qingming Li, Songlin Yang, Hu Chen:
Performance Evaluation System Based on Multi-Indicators for Signal Recognition. IEEE Access 11: 2820-2830 (2023) - [j4]Xiaojie Zhou, Xueou Feng, Qingming Li, Qiyue Yin, Jun Yang, Guoxia Yu, Qing Shi:
Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis. IEEE Access 11: 77034-77044 (2023) - [j3]Qingming Li, H. Vicky Zhao:
Pacos: Modeling preference reversals in users' context-dependent choices. Knowl. Based Syst. 278: 110835 (2023) - [i4]Qingming Li, H. Vicky Zhao:
Pacos: Modeling Users' Interpretable and Context-Dependent Choices in Preference Reversals. CoRR abs/2303.05648 (2023) - [i3]Qingming Li, H. Vicky Zhao:
Modelling Projection Bias in Intertemporal Choices: A Prospect Theory Based Approach. CoRR abs/2303.06016 (2023) - 2022
- [j2]Qingming Li, Xi Zhang, Jianbo Guo, Xiwen Shan, Zuowei Wang, Zhen Li, Chi K. Tse:
Integrating Reinforcement Learning and Optimal Power Dispatch to Enhance Power Grid Resilience. IEEE Trans. Circuits Syst. II Express Briefs 69(3): 1402-1406 (2022) - 2021
- [j1]Qingming Li, Zhanjiang Chen, H. Vicky Zhao:
PRIMA++: A Probabilistic Framework for User Choice Modelling With Small Data. IEEE Trans. Signal Process. 69: 1140-1153 (2021) - [c4]Ruonan Jia, Qingming Li, Wenzhen Huang, Junge Zhang, Xiu Li:
Consistency Regularization for Ensemble Model Based Reinforcement Learning. PRICAI (3) 2021: 3-16 - [i2]Kangpei Meng, Qingming Li:
A homogenized damping model for the propagation of elastic wave in a porous solid. CoRR abs/2102.08334 (2021) - 2020
- [c3]Bo Zhou, Xun Chen, Ximo Qu, Jie Wang, Mingtao Liu, Qingming Li, Guang Yang, Sheng Han:
Prediction Model and Application Case of Rock Drillability based on Acoustic Velocity. EEET 2020: 74-79
2010 – 2019
- 2019
- [c2]Wenxiang Dong, Qingming Li, H. Vicky Zhao:
Statistical and Machine Learning-based E-commerce Sales Forecasting. ICCSE 2019: 110-117 - [i1]Yinzhong Yan, Qingming Li:
Low-pass-filter-based shock response spectrum and the evaluation method of transmissibility between equipment and sensitive components interfaces. CoRR abs/1905.10190 (2019) - 2018
- [c1]Qingming Li, Zhanjiang Chen, H. Vicky Zhao, Yan Lindsay Sun:
Prima: Probabilistic Ranking with Inter-Item Competition and Multi-Attribute Utility Function. ICASSP 2018: 6388-6392
Coauthor Index
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