Geyang Guo
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
👥
Mega-Team · Squad
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
large language model
(5)
reinforcement learning
(1)
mathematical reasoning
(1)
preference learning
(1)
direct preference optimization
(1)
model evaluation
(1)
text generation
(1)
code generation
(1)
reinforcement learning from human feedback
(1)
parameter efficient
(1)
structured sparsity
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
inference scalability
(1)
supervised fine-tuning
(1)
cultural awareness
(1)
human preference
(1)
sparse fine-tuning
(1)
training strategy
(1)
adapter fusion
(1)
Papers
CARE: Multilingual Human Preference Learning for Cultural Awareness
EMNLP 2025
Preference Optimization for Reasoning with Pseudo Feedback
ICLR 2025
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
ICLR 2024
LLMBox: A Comprehensive Library for Large Language Models
ACL 2024
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NeurIPS 2024