Guoqiang Ma
4 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
COLING (1)
Top co-authors
Research topics
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
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
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
EMNLP 2025