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- 轨道表观伤损智能识别关键技术及应用,中国铁道学会科学技术奖二等奖(贡献排名第3), 2020.
- TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices, IEEE Internet of Things Journal, Accepted.
- - Model Parallelism Optimization for Distributed DNN Inference on Edge Devices, PAAP 2023, Accepted.
+ - Model Parallelism Optimization for Distributed DNN Inference on Edge Devices, PAAP Conference, 2023. Runner-ups Award
- Dynamic Deep Neural Network Inference via Adaptive Channel Skipping, Turkish Journal of Electrical Engineering and Computer Sciences, 2023.
- Deep Reinforcement Learning Based Multi-Task Automated Channel Pruning for DNNs, IEEE IJCNN Conference, 2023.
- 面向轨道缺陷检测的联邦学习轻量化模型训练技术研究, 铁道学报, 2023.
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- A Markov Approximation Algorithm for Computation Offloading and Resource Scheduling in Mobile Edge Computing, CyberDI Conference, 2019.
- OKRA: Optimal Task and Resource Allocation for Energy Minimization in Mobile Edge Computing Systems,Wireless Networks, 2019.
- Markov Approximation for Task Offloading and Computation Scaling in Mobile Edge Computing, Mobile Information Systems,2019.
- - A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing, Computers, Materials & Continua,2019.
+ - A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing, Computers, Materials & Continua,2019. Best Paper Award
- Android Malware Identification based on Traffic Analysis, ICAIS Conference, 2019.
- 移动边缘计算中分布式的设备发射功率优化算法, 西安交通大学学报, 2018.
- A Distributed ADMM Approach for Energy-efficient Resource Allocation in Mobile Edge Computing, Turkish Journal of Electrical Engineering and Computer Sciences, 2018.