Ding, Kuangyu

4 publications

TMLR 2025 Adam-Family Methods with Decoupled Weight Decay in Deep Learning Kuangyu Ding, Nachuan Xiao, Kim-chuan Toh

ICCV 2025 Memory-Efficient 4-Bit Preconditioned Stochastic Optimization Jingyang Li, Kuangyu Ding, Kim-Chuan Toh, Pan Zhou

JMLR 2025 Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning Kuangyu Ding, Jingyang Li, Kim-Chuan Toh

NeurIPSW 2022 Dimension-Reduced Adaptive Gradient Method Jingyang Li, Pan Zhou, Kuangyu Ding, Kim-Chuan Toh, Yinyu Ye