An Auto-Parallel Method for Deep Learning Models Based on Genetic Algorithm. - Yan Zeng; Chengchuang Huang; Yijie Ni; Chunbao Zhou; Jilin Zhang; Jue Wang; Mingyao Zhou; Meiting Xue; Yunquan Zhang (ICPADS, 2023)

Training Feature-Awared GPU-Memory Allocation and Management for Deep Neural Networks. - Qintao Zhang; Xin Li; Chengchuang Huang; Ying Zhu; Jilin Zhang; Meng Han (BICS (2), 2024)

EfficientMoE: Optimizing Mixture-of-Experts Model Training With Adaptive Load Balance. - Yan Zeng; Chengchuang Huang; Yipeng Mei; Lifu Zhang; Teng Su; Wei Ye; Wenqi Shi; Shengnan Wang (IEEE Trans. Parallel Distributed Syst., 2025)