Kunzhe Huang
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Application Areas
(3)
Core AI · Artificial Intelligence
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
feature space
(2)
backdoor attack
(2)
benchmark evaluation
(1)
semi-supervised learning
(1)
adversarial robustness
(1)
backdoor defense
(1)
self-supervised learning
(1)
data augmentation
(1)
model evaluation
(1)
multimodal learning
(1)
cross-modal learning
(1)
video understanding
(1)
knowledge perturbation
(1)
response consistency
(1)
knowledge capacity
(1)
data contamination
(1)
contrastive language-image pretraining
(1)
poisoned sample
(1)
text-video retrieval
(1)
feature decoupling
(1)
Papers
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
NeurIPS 2024
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
ICLR 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
EMNLP 2024
Backdoor Defense via Decoupling the Training Process
ICLR 2022