Guoheng Sun
5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (12)
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Hot Topic Early Bird
Conferences
NIPS (3)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
large language model
(2)
federated learning
(1)
transfer learning
(1)
model merging
(1)
neural network optimization
(1)
privacy-preserving learning
(1)
computational efficiency
(1)
parameter efficient
(1)
data selection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
mixture of expert
(1)
instruction fine-tuning
(1)
model scaling
(1)
layer skipping
(1)
model clustering
(1)
model zoo
(1)
dataset curation
(1)
language model fine-tuning
(1)
Papers
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
EMNLP 2025
Towards counterfactual fairness through auxiliary variables
ICLR 2025
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
NIPS 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
NIPS 2024
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
NIPS 2024