ZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- NeurIPS 2019
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75 results for Sijia Liu
Generation of low distortion adversarial attacks via convex programming
- Tianyun Zhang
- Sijia Liu
- et al.
- 2019
- ICDM 2019
Adversarial robustness vs. model compression, or both?
- Shaokai Ye
- Kaidi Xu
- et al.
- 2019
- ICCV 2019
On the design of black-box adversarial examples by leveraging gradient-free optimization and operator splitting method
- Pu Zhao
- Sijia Liu
- et al.
- 2019
- ICCV 2019
Topology attack and defense for graph neural networks: An optimization perspective
- Kaidi Xu
- Hongge Chen
- et al.
- 2019
- IJCAI 2019
Recent progress in zeroth order optimization and its applications to adversarial robustness in data mining and machine learning
- Pin-Yu Chen
- Sijia Liu
- 2019
- KDD 2019
Fast incremental von neumann graph entropy computation: Theory, algorithm, and applications
- Pin-Yu Chen
- Lingfei Wu
- et al.
- 2019
- ICML 2019
On the convergence of a class of Adam-type algorithms for non-convex optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- ICLR 2019
Structured adversarial attack: Towards general implementation and better interpretability
- Kaidi Xu
- Sijia Liu
- et al.
- 2019
- ICLR 2019
SignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019