Guoqiang Ma
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Application Areas
(3)
Learning Paradigms · Artificial Intelligence
(3)
Core AI
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Differential Privacy
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
small language model
(3)
knowledge distillation
(3)
federated learning
(3)
model compression
(2)
parameter-efficient fine-tuning
(1)
privacy protection
(1)
chain-of-thought distillation
(1)
mutual knowledge transfer
(1)
federated fine-tuning
(1)
differential privacy
(1)
synthetic data generation
(1)
model pruning
(1)
data heterogeneity
(1)
Papers
FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
ACL 2026
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
EMNLP 2025
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models
COLING 2025
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
EMNLP 2025