Luyang Liu
6 papers · 2018–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Applications
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
federated learning
(3)
knowledge distillation
(2)
model compression
(2)
text classification
(1)
privacy preservation
(1)
bayesian optimization
(1)
distributional semantics
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
generative adversarial network
(1)
downstream task
(1)
edge computing
(1)
model heterogeneous
(1)
end-to-end training
(1)
key-value cache
(1)
word embedding
(1)
client drift
(1)
latent embedding
(1)
evolution strategies
(1)
Papers
Deliberation in Latent Space via Differentiable Cache Augmentation
ICML 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs
AAAI 2025
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models
EMNLP 2024
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage
CVPR 2022
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
NeurIPS 2022
Task-oriented Word Embedding for Text Classification
COLING 2018