HSP: Hybrid Synchronous Parallelism for Fast Distributed Deep Learning. - Yijun Li 002; Jiawei Huang 001; Zhaoyi Li; Shengwen Zhou; Wanchun Jiang; Jianxin Wang 001 (ICPP, 2022)

Interval forecasting for urban water demand using PSO optimized KDE distribution and LSTM neural networks. - Baigang Du; Shuo Huang; Jun Guo; Hongtao Tang; Lei Wang 090; Shengwen Zhou (Appl. Soft Comput., 2022)

MEB: an Efficient and Accurate Multicast using Bloom Filter with Customized Hash Function. - Zihao Chen; Jiawei Huang 001; Qile Wang; Jingling Liu; Zhaoyi Li; Shengwen Zhou; Zhidong He (APNet, 2023)

A2TP: Aggregator-aware In-network Aggregation for Multi-tenant Learning. - Zhaoyi Li; Jiawei Huang 001; Yijun Li 002; Aikun Xu; Shengwen Zhou; Jingling Liu; Jianxin Wang 001 (EuroSys, 2023)

PA-ATP: Progress-Aware Transmission Protocol for In-Network Aggregation. - Zhaoyi Li; Jiawei Huang 001; Tao Zhang 019; Shengwen Zhou; Qile Wang; Yijun Li 002; Jingling Liu; Wanchun Jiang; Jianxin Wang 001 (ICNP, 2023)

Research on DataOps Capability - Practice and Development. - Zheng Yin; Shengwen Zhou; Jingjing Zhou; Minghui Tian; Musen Lin; Sida Liu (TrustCom, 2023)

D2T: Dynamic Dual Threshold Policy of Shared-Memory in Data Center Switches. - Jiawei Huang 001; Hui Li; Zhaoyi Li; Zihao Chen; Jingling Liu; Jing Shao; Wenlu Zhang; Yijun Li 002; Sitan Li; Shengwen Zhou; Ping Zhong 002; Jianxin Wang 001; et al. (ICDCS, 2024)

Coupling Congestion Control and Flow Pausing in Data Center Network. - Jiawei Huang 001; Shengwen Zhou; Zhaoyi Li; Yijun Li 002; Zihao Chen; Xiaojun Zhu; Jing Shao; Sitan Li; Wanchun Jiang; Jianxin Wang 007; Ping Zhong 002 (ICPP, 2024)

Gsyn: Reducing Staleness and Communication Waiting via Grouping-based Synchronization for Distributed Deep Learning. - Yijun Li 002; Jiawei Huang 001; Zhaoyi Li; Jingling Liu; Shengwen Zhou; Wanchun Jiang; Jianxin Wang 001 (INFOCOM, 2024)

Wear indicator construction for rolling bearings based on an enhanced and unsupervised stacked auto-encoder. - Wenhui Zeng; Lisha Yu; Fan Xu; Zhelin Huang; Shengwen Zhou; Shunsheng Guo; Baigang Du (Soft Comput., 2024)

Straggler-Aware Gradient Aggregation for Large-Scale Distributed Deep Learning System. - Yijun Li 002; Jiawei Huang 001; Zhaoyi Li; Jingling Liu; Shengwen Zhou; Tao Zhang 019; Wanchun Jiang; Jianxin Wang 001 (IEEE/ACM Trans. Netw., 2024)

DACC: Data Augmentation for Learning-based Congestion Control. - Xiaojun Zhu; Jiawei Huang 001; Haifeng Liu; Zhaoyi Li; Yijun Li 002; Shengwen Zhou; Hui Li; Weihe Li; Jingling Liu; Wanchun Jiang (INFOCOM, 2025)

Accelerating Distributed Graph Learning by Using Collaborative In-Network Multicast and Aggregation. - Zhaoyi Li; Jiawei Huang 001; Yijun Li 002; Jingling Liu; Junxue Zhang 001; Hui Li; Xiaojun Zhu; Shengwen Zhou; Jing Shao; Xiaojuan Lu; Qichen Su; Jianxin Wang 001; et al. (USENIX ATC, 2025)

Novel application of SMD-based IPSO-ANFIS model in predicting the number of measuring points on complex surfaces. - Ruiping Luo; Qihao Chen; Gaocai Fu; Shengwen Zhou; Yingkang Lu (J. King Saud Univ. Comput. Inf. Sci., 2025)

Variable-Sized Tiling and Rate Allocation for 360° Video Streaming. - Qichen Su; Jiawei Huang 001; Weihe Li; Ping Zhong 002; Feng Gao 001; Zhaoyi Li; Jingling Liu; Shengwen Zhou; Bo Lu; Zhiming Song; Jian-xin Wang 001 (IEEE Trans. Veh. Technol., 2025)