Cong Xu
- TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
2017/05/22 by Wei Wen, Wen, Wei, Cong Xu +11 · 19 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #Robotics and Automated Systems #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- SWIRE: The<i>SIRTF</i>Wide‐Area Infrared Extragalactic Survey
2003/08/01 by Carol J. Lonsdale, Carol J. Lonsdale, H. E. Smith +46 · 5 citations
Physics and Astronomy · #Galaxies: Formation, Evolution, Phenomena #Astronomy and Astrophysical Research #Stellar, planetary, and galactic studies
- Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation
2024/02/09 by Cong Xu, Xu, Cong, Zhangchi Zhu +7 · 3 citations
Computer Science · #Topic Modeling
- Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling
2024/06/21 by Cong Xu, Xu, Cong, Gayathri Saranathan +12 · 2 citations
Computer Science · #Topic Modeling
- Less Emphasis on Difficult Layer Regions: Curriculum Learning for Singularly Perturbed Convection-Diffusion-Reaction Problems
2022/10/23 by Yu‐Feng Wang, Cong Xu, Wang, Yufeng +5 · 1 citation
Physics and Astronomy · Mathematics · Engineering · #Model Reduction and Neural Networks #Differential Equations and Numerical Methods #Nanofluid Flow and Heat Transfer
- Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box
2023/11/06 by Hao Zhang, Cong Xu, Zhang, Hao +3 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
- Reconstructing the evolution history of networked complex systems
2024/03/22 by Junya Wang, Yi-Jiao Zhang, Wang, Junya +15 · 1 citation
Economics, Econometrics and Finance · Social Sciences · #Complex Systems and Time Series Analysis #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs
2025/04/04 by Yang Wu, Wu, Yongji, Xueshen Liu +15 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Big Data and Digital Economy