Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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16 results for Xue Lin

Reverse Engineering of Imperceptible Adversarial Image Perturbations
- - Yuguang Yao
  - Yifan Gong
  - et al.
- 2022
- ICLR 2022
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
- - Geng Yuan
  - Xialong Ma
  - et al.
- 2021
- NeurIPS 2021
Towards certificated model robustness against weight perturbations
- - Tsui Wei Weng
  - Pu Zhao
  - et al.
- 2020
- AAAI 2020
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
Towards query-efficient black-box adversary with zeroth-order natural gradient descent
- - Pu Zhao
  - Pin-Yu Chen
  - et al.
- 2020
- AAAI 2020
ZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- - Xiangyi Chen
  - Sijia Liu
  - et al.
- 2019
- NeurIPS 2019
Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2019
- IJCAI 2019
Topology attack and defense for graph neural networks: An optimization perspective
- - Kaidi Xu
  - Hongge Chen
  - et al.
- 2019
- IJCAI 2019
Structured adversarial attack: Towards general implementation and better interpretability
- - Kaidi Xu
  - Sijia Liu
  - et al.
- 2019
- ICLR 2019
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs
- - Tianyun Zhang
  - Shaokai Ye
  - et al.
- 2022
- IEEE TNNLS