A Semantic Segmentation Network Simulating the Ventral and Dorsal Pathways of the Cerebral Visual Cortex. - Yun Wu; Zimeng Huang; Huiyun Long; Guangqian Kong; Xun Duan; Jianyong Jiang (IEEE Access, 2021)

FuncPipe: A Pipelined Serverless Framework for Fast and Cost-Efficient Training of Deep Learning Models. - Yunzhuo Liu; Bo Jiang 003; Tian Guo 001; Zimeng Huang; Wenhao Ma; Xinbing Wang; Chenghu Zhou (Proc. ACM Meas. Anal. Comput. Syst., 2021)

FPANet: Feature pyramid aggregation network for real-time semantic segmentation. - Yun Wu; Jianyong Jiang; Zimeng Huang; Youliang Tian (Appl. Intell., 2022)

Measuring the Impact of Gradient Accumulation on Cloud-based Distributed Training. - Zimeng Huang; Bo Jiang 003; Tian Guo 001; Yunzhuo Liu (CCGrid, 2023)

Combining precursor and Cloud Leaky noisy-OR logic gate Bayesian network for dynamic probability analysis of major accidents in the oil depots. - Shuyi Xie; Zimeng Huang; Gang Wu; Jinheng Luo; Lifeng Li; Weifeng Ma; Bohong Wang (Reliab. Eng. Syst. Saf., 2024)

FlowCheck: Decoupling Checkpointing and Training of Large-Scale Models. - Zimeng Huang; Hao Nie; Haonan Jia; Bo Jiang 003; Junchen Guo; Jianyuan Lu; Rong Wen; Biao Lyu; Shunmin Zhu; Xinbing Wang (EuroSys, 2025)

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems. - Jusheng Zhang; Zimeng Huang; Yijia Fan; Ningyuan Liu; Mingyan Li; Zhuojie Yang; Jiawei Yao; Jian Wang; Keze Wang (CoRR, 2025)