Publications

(2020). Towards Interpreting Deep Neural Networks via Understanding Layer Behaviors. arxiv.

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(2020). Improving Generative Adversarial Networks with Local Coordinate Coding. TPAMI.

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(2020). Generative Low-bitwidth Data Free Quantization. ECCV.

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(2020). Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution. CVPR.

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(2020). Learning Joint Wasserstein Auto-Encoders for Joint Distribution Matching. arxiv.

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(2019). Multi-marginal Wasserstein GAN. NeurIPS.

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(2019). Online Adaptive Asymmetric Active Learning with Limited Budgets. TKDE.

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(2019). Oversampling for Imbalanced Data via Optimal Transport. AAAI.

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(2019). Learning sparse PCA with stabilized ADMM method on stiefel manifold. TKDE.

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(2018). Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data. KDD.

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(2018). Adversarial Learning with Local Coordinate Coding. ICML.

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(2017). Tensor based relations ranking for multi-relational collective classification. ICDM.

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(2017). On the Flatness of Loss Surface for Two-layered ReLU Networks. ACML.

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