Research Papers

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Microserving: A Flexible Architecture for LLMs

Hongyi Jin|Ruihang Lai|Charlie F. Ruan|Yingcheng Wang|Todd C. Mowry|Xupeng Miao|Zhihao Jia|Tianqi Chen

Protecting LLMs From Harmful Fine-Tuning

Xin Yi|Shunfan Zheng|Linlin Wang|Gerard de Melo|Xiaoling Wang|Liang He

Can AI Understand Safety? A New Benchmark Challenges LLMs

Yingshui Tan|Boren Zheng|Baihui Zheng|Kerui Cao|Huiyun Jing|Jincheng Wei|Jiaheng Liu|Yancheng He|Wenbo Su|Xiangyong Zhu|Bo Zheng|Kaifu Zhang

Supercharging LLM Search Relevance with Robust Learning

Hong Liu|Saisai Gong|Yixin Ji|Kaixin Wu|Jia Xu|Jinjie Gu

Can We Trust AI Judges? LLM Reliability Under Scrutiny

Kayla Schroeder|Zach Wood-Doughty

Auto-Coding Smart Contracts: The ConMover Revolution

Rabimba Karanjai|Sam Blackshear|Lei Xu|Weidong Shi

Do LLMs Really Remember?

Ruihong Zeng|Jinyuan Fang|Siwei Liu|Zaiqiao Meng

Training AI Grammar Experts with Curriculums

Tao Fang|Derek F. Wong|Lusheng Zhang|Keyan Jin|Qiang Zhang|Tianjiao Li|Jinlong Hou|Lidia S. Chao

Cracking the Coding Challenge: Boosting AI Code Generation

Hao Wang|Boyi Liu|Yufeng Zhang|Jie Chen

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