- Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu. Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains. The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
- Letian Zhang, Linqi Song, Zhuo Lu, Jie Xu. CrossVision: Real-time On-Camera Video Analysis via Common RoI Load Balancing. IEEE Transactions on Mobile Computing, 2024.
- Chuanyue Shen, Letian Zhang, Zhangsihao Yang, Masood Mortazavi, Xiyun Song, Liang Peng, Heather Yu. Envisioning a Next Generation Extended Reality Conferencing System with Efficient Photorealistic Human Rendering. Efficient Deep Learning for Computer Vision CVPR Workshop 2023.
- Letian Zhang, Jie Xu. E3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation. The 8th ACM/IEEE Conference on Internet of Things Design and Implementation. IoTDI 2023.
- Yin Huang, Letian Zhang, Jie Xu. Adversarial Group Linear Bandits and Its Application to Collaborative Edge Inference. IEEE International Conference on Computer Communications. INFOCOM 2023.
- Letian Zhang, Jie Xu. Learning the Optimal Partition for Collaborative DNN Training with Privacy Requirements. IEEE Internet of Things Journal, 2021.
- Letian Zhang, Lixing Chen, Jie Xu. Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning. Proceedings of the Web Conference 2021. WWW 2021. video, code
- Yang Bai, Lixing Chen, Letian Zhang, Mohamed Abdel-Mottaleb, Jie Xu. Adaptive Deep Neural Network Ensemble for Inference-as-a-Service on Edge Computing Platforms. IEEE International Conference on Mobile Ad-Hoc and Smart Systems. MASS 2021.
- Letian Zhang, Jie Xu. Fooling Edge Computation Offloading via Stealthy Interference Attack. IEEE/ACM Symposium on Edge Computing (SEC), 2020.
- Letian Zhang, Jie Xu. Differential Security Game in Heterogeneous Device-to-Device Offloading Network under Epidemic Risks. IEEE Transactions on Network Science and Engineering, 2020.
- Letian Zhang, Linqi Song, Jie Xu. Preventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users. IEEE Global Communications Conference. GLOBECOM 2019.
Early publications
- Q. Niu, D. Hua, L. Zhang, C. Wang. Unit Commitment with Wind Power and Pumped Hydro Energy Storage. Theory, Methodology, Tools, and Applications for Modeling and Simulation of Complex Systems, 2016.
- Q. Niu, W. Peng, L. Zhang. Learning-Based Evolutionary Optimization for Optimal Power Flow. International Conference in Intelligent Computing, 2015.
- Q. Niu, C. Wang, L. Zhang. Unit Commitment with Electric Vehicles Based on An Improved Harmony Search Algorithm. International Conference in Swarm Intelligence, 2015.
- L. Zhang, Q. Niu, Z. Yang, K. Li. Integration of Electric Vehicle Charging in Unit Commitment. Int J Comput Sci Electron Eng, 2015.
- Q. Niu, L. Zhang, K. Li. A Biogeography-Based Optimization Algorithm with Mutation Strategies for Model Parameter Estimation of Solar and Fuel Cells. Energy conversion and management, 2014.
- Q. Niu, L. Zhang, H. Zhang. Impact of Wind Power Penetration on Unit Commitment. Intelligent Computing in Smart Grid and Electrical Vehicle, 2014.
