7 citations · 7 across the 2 of their papers we have counts for
3 papers
cs.LG2023
CrysFormer: Protein Structure Prediction via 3d Patterson Maps and Partial Structure Attention
Chen Dun, Qiutai Pan, Shikai Jin +4
Determining the structure of a protein has been a decades-long open question. A protein's three-dimensional structure often poses nontrivial computation costs, when classical simul…
cs.CL2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng +3
Large Language Models (LLMs) have the ability to solve a variety of tasks, such as text summarization and mathematical questions, just out of the box, but they are often trained wi…
cs.LG2022★ 7 cited
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
Chen Dun, Mirian Hipolito, Chris Jermaine +2
Asynchronous learning protocols have regained attention lately, especially in the Federated Learning (FL) setup, where slower clients can severely impede the learning process. Here…