Publications

Huiqi Deng, Qihan Ren, Xu Chen, Hao Zhang, Jie Ren, Quanshi Zhang (2021). Discovering and Explaining the Representation Bottleneck of DNNs. arxiv 2021.

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Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Xia Hu (2021). A General Taylor Framework for Unifying and Revisiting Attribution Methods. arxiv 2021.

Huiqi Deng, Na Zou, Weifu Chen, Guocan Feng, Mengnan Du, Xia Hu (2021). Mutual Information Preserving Back-propagation Learn to Invert for Faithful Attribution. KDD 2021.

Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Xia Hu (2021). A Unified Taylor Framework for Revisiting Attribution Methods. AAAI 2021.

Huiqi Deng, Weifu Chen, Qi Shen, Andy Jinhua Ma, PongChi Yuen, Guocan Feng (2020). Invariant subspace learning for time series data based on dynamic time warping distance. PR 2020.