Zheng Zhou
7 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Silver π Conference Pioneer
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory Β· Machine Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
adversarial robustness
(1)
feature extraction
(1)
text classification
(1)
information bottleneck
(1)
feature distribution
(1)
attention mechanism
(1)
machine translation
(1)
prompt engineering
(1)
machine-generated text detection
(1)
face recognition
(1)
adversarial attack
(1)
convolutional neural network
(1)
cosine loss
(1)
dataset distillation
(1)
synthetic dataset
(1)
safety mechanism
(1)
softmax loss
(1)
feature discrimination
(1)
text manipulation
(1)
margin cosine loss
(1)
Papers
Real, Fake, or Manipulated? Detecting Machine-Influenced Text
EMNLP 2025
ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck
ICML 2025
Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking
EMNLP 2025
Polyp-Mamba: Polyp Segmentation with Visual Mamba
MICCAI 2024
CosFace: Large Margin Cosine Loss for Deep Face Recognition
CVPR 2018
Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition
ECCV 2018
A Generative Model for Recognizing Mixed Group Activities in Still Images
IJCAI 2016