Lei Hsiung
7 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ACL (2)
AAAI (1)
CVPR (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
adversarial robustness
(1)
domain adaptation
(1)
backdoor defense
(1)
adversarial training
(1)
energy efficiency
(1)
safety alignment
(1)
spectral analysis
(1)
model inference
(1)
probability calibration
(1)
adversarial attack
(1)
adversarial defense
(1)
adversarial example
(1)
jailbreak attack
(1)
robustness evaluation
(1)
neural network inference
(1)
confidence estimation
(1)
model accuracy
(1)
neural network calibration
(1)
centered kernel alignment
(1)
Papers
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
ACL 2026
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
ACL 2025
AutoVP: An Automated Visual Prompting Framework and Benchmark
ICLR 2024
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
NIPS 2024
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
CVPR 2023
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
AAAI 2023
CARBEN: Composite Adversarial Robustness Benchmark
IJCAI 2022