Tianyuan Zou
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
differential privacy
(2)
zero-shot learning
(1)
privacy preserving
(1)
subset selection
(1)
exponential mechanism
(1)
backdoor attack
(1)
diffusion model
(1)
pre-trained model
(1)
vertical federated learning
(1)
pre-trained language model
(1)
private data
(1)
synthetic dataset
(1)
data generation
(1)
distribution bia
(1)
data inference
(1)
contrastive relationships
(1)
few-shot data
(1)
generative apis
(1)
contrastive synthesis
(1)
top-q voting
(1)
Papers
Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
ICML 2025
PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
ICML 2025
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
EMNLP 2024
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
ICLR 2024