Guoheng Sun
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory
(3)
Core AI
(2)
Models
(2)
Techniques
(2)
Natural Language Processing
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
federated learning
(1)
causal inference
(1)
algorithmic fairness
(1)
transfer learning
(1)
model merging
(1)
neural network optimization
(1)
privacy-preserving learning
(1)
computational efficiency
(1)
parameter efficient
(1)
predictive accuracy
(1)
data selection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
instruction fine-tuning
(1)
parameter-efficient tuning
(1)
model scaling
(1)
layer skipping
(1)
model clustering
(1)
Papers
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
EMNLP 2025
Towards counterfactual fairness through auxiliary variables
ICLR 2025
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
NeurIPS 2024
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