Zhuoran Liu
6 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
NIPS (2)
CVPR (1)
ICLR (1)
ICML (1)
SEMEVAL (1)
Top co-authors
Keywords
adversarial perturbation
(2)
adversarial attack
(2)
neural network security
(1)
data poisoning
(1)
adversarial training
(1)
image compression
(1)
deep learning
(1)
backdoor attack
(1)
model training
(1)
perturbation robustness
(1)
image classifier
(1)
cross-entropy loss
(1)
language model fine-tuning
(1)
backdoor detection
(1)
stance classification
(1)
attention-based model
(1)
perturbation optimization
(1)
targeted attack
(1)
transferable attack
(1)
rumour verification
(1)
Papers
BAN: Detecting Backdoors Activated by Adversarial Neuron Noise
NIPS 2024
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?
ICLR 2023
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
ICML 2023
On Success and Simplicity: A Second Look at Transferable Targeted Attacks
NIPS 2021
Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance
CVPR 2020
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification
SEMEVAL 2019