Yancheng Zhang
5 papers · 2024–2026 · 4 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
(21)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Architectures
(2)
Computer Vision
(1)
Security & Privacy
(1)
Analysis
(1)
Application Areas
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
privacy-preserving machine learning
(1)
model compression
(1)
certified robustness
(1)
neural network training
(1)
text classification
(1)
image reconstruction
(1)
flow matching
(1)
adversarial attack
(1)
language model
(1)
latent space
(1)
transformer network
(1)
token pruning
(1)
fully homomorphic encryption
(1)
data pruning
(1)
private neural network training
(1)
ciphertext computation
(1)
encrypted data
(1)
private training
(1)
diffusion transformer
(1)
semantic autoencoder
(1)
Papers
Geo2: Geometry-Guided Cross-view Geo-Localization and Image Synthesis
CVPR 2026
Unified Latent Space for Understanding and Generation via Semantic Auto-encoder
CVPR 2026
CipherPrune: Efficient and Scalable Private Transformer Inference
ICLR 2025
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models
ACL 2024
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
NeurIPS 2024