Yongjun He

1. Decentralized Training of Foundation Models in Heterogeneous Environments
   2022/06/02 by Binhang Yuan, Yuan, Binhang, Yongjun He +16 · 1 voice · 11 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #cs.DC #cs.LG
2. Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees
   2022/06/02 by Jue Wang, Wang, Jue, Binhang Yuan +13 · 4 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Advanced Neural Network Applications
3. Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters
   2021/11/10 by Xiangru Lian, Binhang Yuan, Lian, Xiangru +51 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
4. Taurus Database: How to be Fast, Available, and Frugal in the Cloud
   2020/05/29 by Alex Depoutovitch, Chong Chen, Jin Chen +9 · 1 voice · 1 citation
   Computer Science · #Distributed systems and fault tolerance #Cloud Computing and Resource Management #Caching and Content Delivery
5. Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data
   2023/10/04 by Danrui Qi, Qi, Danrui, Jinglin Peng +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research