ML Anthology

Keyes, David E.

4 publications

NeurIPS 2025 Private Training Large-Scale Models with Efficient DP-SGD Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang
NeurIPSW 2024 FlashDP: Memory-Efficient and High-Throughput DP-SGD Training for Large Language Models Liangyu Wang, Junxiao Wang, Jie Ren, Zihang Xiang, David E. Keyes, Di Wang
NeurIPSW 2024 ZO-Offloading: Fine-Tuning LLMs with 100 Billion Parameters on a Single GPU Liangyu Wang, Jie Ren, Hang Xu, Junxiao Wang, David E. Keyes, Di Wang
IJCAI 2015 A Scalable Community Detection Algorithm for Large Graphs Using Stochastic Block Models Chengbin Peng, Zhihua Zhang, Ka-Chun Wong, Xiangliang Zhang, David E. Keyes