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Siheng Chen — most-cited papers & profile · Large Language Models
← authors
·
overview
Siheng Chen
30
papers ·
439
citations ·
0
h-index
Harvard University · Shanghai Jiao Tong University · SAIC-GM (China) · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
Openfedllm: Training Large Language Models On Decentralized Private Data Via Federated Learning
2024 · 188 citations
Emerging Safety Attack And Defense In Federated Instruction Tuning Of Large Language Models
2024 · 21 citations
Data Quality Control in Federated Instruction-tuning of Large Language Models
2024
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation
2024
Top co-authors
Rui Ye
· 3
Yanfeng Wang
· 3
Yaxin Du
· 2
Bohan Tang
· 1
Dihan Li
· 1
Fengting Yuchi
· 1
Jingjing Qu
· 1
Jingyi Chai
· 1
Jingyi Chai
· 1
Rui Ye
· 1
Shuo Tang
· 1
Tian Jin
· 1
Topics
Training Techniques
Fine-Tuning
Efficiency
Safety & Alignment
RAG
Evaluation
cs.AI
cs.CL