ReEPM: A Reliability Estimation Framework for CNNs based on Error Probability Matrix modeling.

Aizhu Liu

Jie Xiao 0003 Aizhu Liu Yujian Yang Yuhao Huang Zhezhao Yang Jungang Lou ReEPM: A Reliability Estimation Framework for CNNs based on Error Probability Matrix modeling. 107981 2026 191 Inf. Softw. Technol. https://doi.org/10.1016/j.infsof.2025.107981 db/journals/infsof/infsof191.html#XiaoLYHYL26 streams/journals/infsof

Jie Xiao 0003 Yuhao Huang Yanjiao Gao Aizhu Liu Zhezhao Yang Xinyue Yu Qianwei Zhou Fan Terry Zhang CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning. 35894-35902 2026 AAAI https://doi.org/10.1609/aaai.v40i42.40904 conf/aaai/2026 db/conf/aaai/aaai2026.html#XiaoHGLYYZZ26 Shuiliang Chai Zhanhui Shi Yanjiao Gao Yuhao Huang Aizhu Liu Jie Xiao 0003 HTV: Measuring Circuit Vulnerability to Hardware Trojan Insertion Based on Node Co-activation Analysis. 1589-1594 2024 TrustCom https://doi.org/10.1109/TrustCom63139.2024.00219 conf/trustcom/2024 db/conf/trustcom/trustcom2024.html#ChaiSGHL024

Hangyuan Lu Yong Yang 0001 Shuying Huang Xiaolong Chen Biwei Chi Aizhu Liu Wei Tu 0002 AWFLN: An Adaptive Weighted Feature Learning Network for Pansharpening. 1-15 2023 61 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2023.3241643 db/journals/tgrs/tgrs61.html#LuYHCCLT23

Haigen Hu Aizhu Liu Qiu Guan Hanwang Qian Xiaoxin Li 0001 Shengyong Chen Qianwei Zhou Adaptively Customizing Activation Functions for Various Layers. 6096-6107 2023 September 34 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2021.3133263 db/journals/tnn/tnn34.html#HuLGQLCZ23

Jie Pan Haigen Hu Aizhu Liu Qianwei Zhou Qiu Guan A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer Strategy. 2524-2531 2022 ICPR https://doi.org/10.1109/ICPR56361.2022.9956146 conf/icpr/2022 db/conf/icpr/icpr2022.html#PanHLZG22

Haigen Hu Aizhu Liu Qianwei Zhou Qiu Guan Xiaoxin Li 0001 Qi Chen An adaptive learning method of anchor shape priors for biological cells detection and segmentation. 106260 2021 208 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2021.106260 https://www.wikidata.org/entity/Q113320703 db/journals/cmpb/cmpb208.html#HuLZGLC21

Haigen Hu Aizhu Liu Qiu Guan Xiaoxin Li 0001 Shengyong Chen Qianwei Zhou Adaptively Customizing Activation Functions for Various Layers. 2021 abs/2112.09442 CoRR https://arxiv.org/abs/2112.09442 db/journals/corr/corr2112.html#abs-2112-09442

Aizhu Liu Haigen Hu Tian Qiu 0005 Qianwei Zhou Qiu Guan Xiaoxin Li 0001 Exploring Optimal Adaptive Activation Functions for Various Tasks. 2290-2297 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313386 conf/bibm/2020 db/conf/bibm/bibm2020.html#LiuHQZGL20 Ziwen Sun Qiou Ji Zecheng Wu Aizhu Liu A Location Method for Reliability-Critical Paths Based on Monte Carlo Search Tree. 100-114 2020 ML4CS (3) https://doi.org/10.1007/978-3-030-62463-7_10 conf/ml4cs/2020-3 db/conf/ml4cs/ml4cs2020-3.html#SunJWL20 Shuiliang Chai Qi Chen Shengyong Chen Xiaolong Chen Biwei Chi Yanjiao Gao Qiu Guan Haigen Hu Shuying Huang Yuhao Huang Qiou Ji Xiaoxin Li 0001 Jungang Lou Hangyuan Lu Jie Pan Hanwang Qian Tian Qiu 0005 Zhanhui Shi Ziwen Sun Wei Tu 0002 Zecheng Wu Jie Xiao 0003 Yong Yang 0001 Yujian Yang Zhezhao Yang Xinyue Yu Fan Terry Zhang Qianwei Zhou