| 2026 | IWQoS | NAST: In-Network Aggregation with Worker Selection for Accelerating Distributed Training. | Jianfeng Bao, Peng Yang, Gongming Zhao, Huihui Tang, Hongli Xu, Qianpiao Ma |
| 2026 | IWQoS | Joint Optimization of Video Recommendation and Cooperative Edge Caching for Maximizing Profit. | Haoqiu Luo, Youling Zeng, Yufan Shen, Yue Zeng, Liying Li, Qianpiao Ma, Peijin Cong, Junlong Zhou |
| 2025 | INFOCOM | Accelerating End-Cloud Collaborative Inference via Near Bubble-Free Pipeline Optimization. | Luyao Gao, Jianchun Liu, Hongli Xu, Sun Xu, Qianpiao Ma, Liusheng Huang |
| 2024 | IWQoS | Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective. | Xianjun Gao, Jianchun Liu, Hongli Xu, Qianpiao Ma, Lun Wang |
| 2023 | ICPADS | FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning. | Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang |
| 2019 | INFOCOM | Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks. | Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang |