Xi Sheryl Zhang
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Security & Privacy
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Core AI
(1)
Differential Privacy
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
federated learning
(2)
differential privacy
(2)
multi-agent reinforcement learning
(1)
privacy attack
(1)
contrastive learning
(1)
sample efficiency
(1)
vision transformer
(1)
self-attention mechanism
(1)
data augmentation
(1)
convergence analysis
(1)
neural architecture search
(1)
privacy-preserving learning
(1)
diffusion model
(1)
multimodal distribution
(1)
cooperative multi-agent system
(1)
intrinsic reward
(1)
soft actor-critic
(1)
model utility
(1)
centralized training decentralized execution
(1)
user-level privacy
(1)
Papers
Maximum Entropy Reinforcement Learning with Diffusion Policy
ICML 2025
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning
AAAI 2024
On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning
ICLR 2023
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
CVPR 2022
Differentially Private Federated Learning With Local Regularization and Sparsification
CVPR 2022
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy
AAAI 2022
Multi-Granularity Pruning for Model Acceleration on Mobile Devices
ECCV 2022