博士生导师
硕士生导师
办公地点：管理学院0908办公室
学位：博士学位
在职信息：在职
毕业院校：清华大学
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Additive Feature Attribution Explainable Methods to Craft Adversarial Attacks for Text Classification and Text Regression:IEEE Transactions on Knowledge and Data Engineering,2023
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基于重要性最大化与社区划分的图神经网络推荐系统对抗攻击方法:中国管理科学,2023
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Why Some Products Compete and Others Don't: A Competitive Attribution Model from Customer Perspective:Decision Support Systems,2023
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Motion Sensor-Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network (HMM-GAN) Approach:Information Systems Research
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A Multi-Label Classification with An Adversarial-Based Denoising Autoencoder for Medical Image Annotation:ACM Transactions on Management Information Systems
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Deep Learning for Information Systems Research:Journal of Management Information Systems,2022
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Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion:Information Processing & Management,2022, 59(4):102984.
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Assessing and Enhancing Adversarial Robustness of Predictive Analytics: An Empirically Tested Design Framework:Journal of Management Information Systems,2022, 39(2):542-572.
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Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity:IEEE Transactions on Pattern Analysis and Machine Intelligence,2022
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Motion Sensor-Based Health Condition Risk and Severity Assessment: Deep Multisource Multitask Learning for Mobile Health Analytics:MIS Quarterly,2022
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