Zheyu Shen
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
federated learning
(1)
model architecture
(1)
privacy-preserving learning
(1)
safety alignment
(1)
data selection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
instruction fine-tuning
(1)
parameter-efficient tuning
(1)
dataset curation
(1)
expert routing
(1)
expert specialization
(1)
language model fine-tuning
(1)
load balancing
(1)
shapley value
(1)
model transferability
(1)
large language model
(1)
heterogeneous system
(1)
adapter aggregation
(1)
heterogeneous aggregation
(1)
Papers
Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety
EMNLP 2025
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
NeurIPS 2024
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
NeurIPS 2024