Concept-Level Model Interpretation From the Causal Aspect
Yao, Liuyi, Li, Yaliang, Li, Sheng, Liu, Jinduo, Huai, Mengdi, Zhang, Aidong, Gao, Jing
Published in IEEE transactions on knowledge and data engineering (01.09.2023)
Published in IEEE transactions on knowledge and data engineering (01.09.2023)
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Journal Article
Personalized disease prediction using a CNN-based similarity learning method
Qiuling Suo, Fenglong Ma, Ye Yuan, Mengdi Huai, Weida Zhong, Aidong Zhang, Jing Gao
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
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Conference Proceeding
Efficient Privacy-Preserving Aggregation for Mobile Crowdsensing
Mengdi Huai, Liusheng Huang, Yu-e Sun, Wei Yang
Published in 2015 IEEE Fifth International Conference on Big Data and Cloud Computing (01.08.2015)
Published in 2015 IEEE Fifth International Conference on Big Data and Cloud Computing (01.08.2015)
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Conference Proceeding
Capture expression-dependent AU relations for expression recognition
Jun Wang, Shangfei Wang, Mengdi Huai, Chongliang Wu, Zhen Gao, Yue Liu, Qiang Ji
Published in 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) (01.07.2014)
Published in 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) (01.07.2014)
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Conference Proceeding
Privacy-Preserving Naive Bayes Classification
Huai, Mengdi, Huang, Liusheng, Yang, Wei, Li, Lu, Qi, Mingyu
Published in Knowledge Science, Engineering and Management (2015)
Published in Knowledge Science, Engineering and Management (2015)
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Book Chapter
Brain Effective Connectivity Learning with Deep Reinforcement Learning
Lu, Yilin, Liu, Jinduo, Ji, Junzhong, Lv, Han, Huai, Mengdi
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
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Conference Proceeding
Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
Wang, Jiaqi, Zhao, Chenxu, Lyu, Lingjuan, You, Quanzeng, Huai, Mengdi, Ma, Fenglong
Year of Publication 03.07.2024
Year of Publication 03.07.2024
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Journal Article
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
Zhong, Yuan, Wang, Xiaochen, Wang, Jiaqi, Zhang, Xiaokun, Wang, Yaqing, Huai, Mengdi, Xiao, Cao, Ma, Fenglong
Year of Publication 19.06.2024
Year of Publication 19.06.2024
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Journal Article
DIFFERENTIALLY PRIVATE SPARSE INVERSE COVARIANCE ESTIMATION
Wang, Di, Huai, Mengdi, Xu, Jinhui
Published in 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2018)
Published in 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2018)
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Conference Proceeding
Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction
Qian, Wei, Zhao, Chenxu, Li, Yangyi, Ma, Fenglong, Zhang, Chao, Huai, Mengdi
Year of Publication 03.01.2024
Year of Publication 03.01.2024
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Journal Article
Improving Interpretation Faithfulness for Vision Transformers
Hu, Lijie, Liu, Yixin, Liu, Ninghao, Huai, Mengdi, Sun, Lichao, Wang, Di
Year of Publication 29.11.2023
Year of Publication 29.11.2023
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Journal Article
Patient Similarity Learning with Selective Forgetting
Qian, Wei, Zhao, Chenxu, Shao, Huajie, Chen, Minghan, Wang, Fei, Huai, Mengdi
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
Published in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (06.12.2022)
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Conference Proceeding
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
Zhong, Yuan, Cui, Suhan, Wang, Jiaqi, Wang, Xiaochen, Yin, Ziyi, Wang, Yaqing, Xiao, Houping, Huai, Mengdi, Wang, Ting, Ma, Fenglong
Published in Proceedings of the ... SIAM International Conference on Data Mining (2024)
Published in Proceedings of the ... SIAM International Conference on Data Mining (2024)
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Journal Article