上海交大研究生院主页平台管理系统张拳石--中文主页--科学研究

张拳石

副教授

所在单位：电子信息与电气工程学院

职称：副教授

电子邮箱：zqs1022@sjtu.edu.cn

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科学研究

中文主页 - 科学研究

研究领域

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论文成果 MORE+

· Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding.International Conference on Machine Learning.2022
· RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL.Conference on Empirical Methods in Natural Language Processing.2022
· RAPID DETECTION AND RECOGNITION OF WHOLE BRAIN ACTIVITY IN A FREELY BEHAVING Caenorhabditis elegans.PLOS Computational Biology.2022
· Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification.IEEE Transactions on Pattern Analysis and Machine Intelligence.2022
· Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs.International Conference on Machine Learning.2022
· Discovering and Explaining the Representation Bottleneck of DNNs.International Conference on Learning Representations.2022
· Exploring Image Regions Not Well Encoded by an INN.INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151.2022
· Interpretable Generative Adversarial Networks.AAAI Conference on Artificial Intelligence.2021
· A Unified Game-Theoretic Interpretation of Adversarial Robustness.Annual Conference on Neural Information Processing Systems.2021
· Interpreting Attributions and Interactions of Adversarial Attacks.IEEE International Conferenceon Computer Vision.2021

专利

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著作成果

· 可解释人工智能导论
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科研项目 MORE+

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