| 2025 | GLOBECOM | Heuristic-guided Migration-Agent-Based DRL for Compressed Model Placement in Edge Networks. | Chao Wang, Danyang Zheng, Yihan Zhong, Honghui Xu, Xiaojun Cao |
| 2025 | GLOBECOM | A Runtime- and Cost-Efficient Approach of Deploying Mixture-of-Experts in Edge Networks. | Yuqian Wu, Danyang Zheng, Jiaqi Ren, Huanlai Xing, Wenyi Tang, Xiaojun Cao |
| 2025 | GLOBECOM | Cost-Efficient Knowledge Distillation-enabled Student Models Placement in Edge Networks. | Weiqing Zeng, Danyang Zheng, Huanlai Xing, Wenting Wei, Chao Wang, Xiaojun Cao |
| 2025 | IPCCC | Towards Profits Optimization in LLM Inference Model Deployment at the Network Edge. | Yuqi Zhang, Danyang Zheng, Huanlai Xing, Honghui Xu, Chengzong Peng, Chao Wang, Xiaojun Cao |
| 2025 | SMC | Privacy-Preserving Multi-Source Data-Driven Optimization for Intelligent EV Charging. | Emama Nahid, Chen Zhao, Mahyar Amirgholy, Danyang Zheng, Honghui Xu |
| 2024 | GLOBECOM | Heterogeneous Federated Semantic Communication for Time Series Forecasting. | Bowen Zhao, Huanlai Xing, Lexi Xu, Danyang Zheng, Jincheng Peng, Zhiwen Xiao, Li Feng |
| 2024 | GLOBECOM | Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach. | Xiangyi Chen, Yang Li, Huanlai Xing, Danyang Zheng, Min Li, Lexi Xu, Hai Zhao |
| 2024 | INFOCOM | Ensemble Learning-based Traffic Classification with Small-Scale Datasets for Wireless Networks. | Xiaorong Wang, Wenting Wei, Xiaoshan Yu, Danyang Zheng, Neeraj Kumar, Lei Liu |
| 2023 | GLOBECOM | User Allocation in NOMA-Based Edge Computing Environment. | Congcong Dai, Shaohua Cao, Zijun Zhan, Di Liu, Danyang Zheng |
| 2023 | GLOBECOM | Cost Optimization in Security-Aware Service Function Chain Deployment with Diverse Vendors. | Danyang Zheng, Xiaorong Liu, Wenyi Tang, Honghui Xu, Xiaojun Cao |
| 2022 | ICCCN | Towards Deterministic Fault-Tolerant Service Function Slicing in Edge Networks. | Danyang Zheng, Chengzong Peng, Ben Wang, Xiaojun Cao |
| 2021 | GLOBECOM | Latency-aware VNF Protection for Network Function Virtualization in Elastic Optical Networks. | Chengzong Peng, Danyang Zheng, Xiaojun Cao |
| 2021 | ICCCN | Should We Trust Influencers on Social Networks? On Instagram Sponsored Post Analysis. | Xueting Liao, Danyang Zheng, Yubao Wu, Xiaojun Cao |
| 2021 | ICCCN | Parallelism-aware Service Function Chaining and Embedding for 5G Networks. | Danyang Zheng, Chengzong Peng, Xueting Liao, Xiaojun Cao |
| 2020 | INFOCOM | Towards Latency Optimization in Hybrid Service Function Chain Composition and Embedding. | Danyang Zheng, Chengzong Peng, Xueting Liao, Ling Tian, Guangchun Luo, Xiaojun Cao |
| 2019 | HPSR | Service Function Chaining and Embedding with Spanning Closed Walk. | Danyang Zheng, Chengzong Peng, Xueting Liao, Guangchun Luo, Ling Tian, Xiaojun Cao |
| 2019 | ICONIP | MIRU: A Novel Memory Interaction Recurrent Unit. | Danyang Zheng, Zhuo Zhang, Hui Tian, Ping Gong |
| 2017 | GLOBECOM | Virtual Multicast Tree Embedding over Elastic Optical Networks. | Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao |