Wangjie Qiu
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Learning Paradigms · Machine Learning
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Privacy
(1)
Keywords
federated learning
(3)
reinforcement learning
(1)
privacy preservation
(1)
policy learning
(1)
privacy-preserving learning
(1)
maximum mean discrepancy
(1)
gradient attack
(1)
client-server architecture
(1)
model poisoning
(1)
local differential privacy
(1)
split learning
(1)
adaptive aggregation
(1)
large language model
(1)
prototype perturbation
(1)
distribution stability
(1)
personalized fine-tuning
(1)
clipping regularization
(1)
Papers
Taming Noise-Induced Prototype Degradation for Privacy-Preserving Personalized Federated Fine-Tuning
CVPR 2026
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning
AAAI 2025
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model
EMNLP 2024