Ling Liang
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (9)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
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Hot Topic Early Bird
Conferences
NIPS (3)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
adversarial robustness
(2)
spiking neural network
(2)
neural network pruning
(1)
image classification
(1)
matrix factorization
(1)
matrix completion
(1)
manifold optimization
(1)
nuclear norm regularization
(1)
adversarial attack
(1)
adversarial perturbation
(1)
surrogate gradient
(1)
adversarial example
(1)
structural pruning
(1)
robust training
(1)
certified defense
(1)
low-rank matrix optimization
(1)
burer-monteiro decomposition
(1)
manifold identification
(1)
saddle point escape
(1)
adversarial patch
(1)
Papers
Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients
CVPR 2025
Accelerating Nuclear-norm Regularized Low-rank Matrix Optimization Through Burer-Monteiro Decomposition
JMLR 2024
Toward Robust Spiking Neural Network Against Adversarial Perturbation
NIPS 2022
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
NIPS 2021
TETRIS: TilE-matching the TRemendous Irregular Sparsity
NIPS 2018