Yijue Wang
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Trend Setter
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Application Areas
(4)
Deep Learning
(3)
Security & Privacy
(3)
Core AI
(3)
Privacy
(3)
Natural Language Processing
(2)
Learning Types
(2)
Optimization & Theory
(2)
Applications
(1)
Architectures
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
model pruning
(2)
privacy leakage
(2)
neural network pruning
(1)
robustness
(1)
natural language processing
(1)
knowledge distillation
(1)
truthfulness
(1)
fairness
(1)
distributed learning
(1)
privacy preservation
(1)
secure aggregation
(1)
data privacy
(1)
adversarial attack
(1)
language model
(1)
weight pruning
(1)
gradient attack
(1)
overfitting reduction
(1)
membership inference attack
(1)
transformer-based language model
(1)
gradient leakage
(1)
Papers
Position: TrustLLM: Trustworthiness in Large Language Models
ICML 2024
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
ACL 2022
Against Membership Inference Attack: Pruning is All You Need
IJCAI 2021
A Secure and Efficient Federated Learning Framework for NLP
EMNLP 2021
TAG: Gradient Attack on Transformer-based Language Models
EMNLP 2021