百晓学者学者目录

李凯

副研究员、助理研究员、博士生导师、教授、研究员、硕士生导师，中国科学院大学

精选作品

期刊论文

2026

海空异构多智能体全链路协同技术综述

葛泉波，李凯，陆振宇，李波，杨亮，黄岩军

《数据采集与处理》

DOI

2023

Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation

Yangsibo Huang, Samyak Gupta, Mengzhou Xia, Kai Li, Danqi Chen

International Conference on Learning Representations

DOI

2022

Recovering Private Text in Federated Learning of Language Models

Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen

Neural Information Processing Systems

DOI

2022

A Dataset Auditing Method for Collaboratively Trained Machine Learning Models

Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li

IEEE Transactions on Medical Imaging

DOI

2021

EMA: Auditing Data Removal from Trained Models

Yangsibo Huang, Xiaoxiao Li, Kai Li

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2021

Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

Yangsibo Huang, Samyak Gupta, Zhao Song, Kai Li, Sanjeev Arora

Neural Information Processing Systems

研究方向

AI AgentAI4Science

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