Xie, Cong

14 publications

NeurIPS 2025 DUO: No Compromise to Accuracy Degradation Jinda Jia, Cong Xie, Hanlin Lu, Fanjiang Ye, Hao Feng, Daoce Wang, Haibin Lin, Zhi Zhang, Xin Liu

CVPR 2025 SerialGen: Personalized Image Generation by First Standardization Then Personalization Cong Xie, Han Zou, Ruiqi Yu, Yan Zhang, Zhenpeng Zhan

ICLR 2024 LEMON: Lossless Model Expansion Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang

NeurIPS 2024 SDP4Bit: Toward 4-Bit Communication Quantization in Sharded Data Parallelism for LLM Training Jinda Jia, Cong Xie, Hanlin Lu, Daoce Wang, Hao Feng, Chengming Zhang, Baixi Sun, Haibin Lin, Zhi Zhang, Xin Liu, Dingwen Tao

NeurIPS 2022 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu, Yibo Zhu

AAAI 2021 Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

NeurIPS 2020 CSER: Communication-Efficient SGD with Error Reset Cong Xie, Shuai Zheng, Sanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin

ICML 2020 Zeno++: Robust Fully Asynchronous SGD Cong Xie, Sanmi Koyejo, Indranil Gupta

UAI 2019 Fall of Empires: Breaking Byzantine-Tolerant SGD by Inner Product Manipulation Cong Xie, Oluwasanmi Koyejo, Indranil Gupta

ECML-PKDD 2019 SLSGD: Secure and Efficient Distributed On-Device Machine Learning Cong Xie, Oluwasanmi Koyejo, Indranil Gupta

ICML 2019 Zeno: Distributed Stochastic Gradient Descent with Suspicion-Based Fault-Tolerance Cong Xie, Sanmi Koyejo, Indranil Gupta

AAAI 2016 A Scalable and Extensible Framework for Superposition-Structured Models Shenjian Zhao, Cong Xie, Zhihua Zhang

AAAI 2016 Wishart Mechanism for Differentially Private Principal Components Analysis Wuxuan Jiang, Cong Xie, Zhihua Zhang

NeurIPS 2014 Distributed Power-Law Graph Computing: Theoretical and Empirical Analysis Cong Xie, Ling Yan, Wu-Jun Li, Zhihua Zhang