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ORCIDDanyang Zheng 0001
Person information
- affiliation: Southwest Jiaotong University (SWJTU), School of Computing and Artificial Intelligence, China
- affiliation (2020-2022): Soochow University, Suzhou, China
- affiliation (PhD 2021): Georgia State University, Department of computer science, Atlanta, GA, USA
Other persons with the same name
- Danyang Zheng — disambiguation page
- Danyang Zheng 0002
![[0000-0003-3612-3793]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-3612-3793")
— Shanghai University of Engineering Science, School of Urban Railway Transportation, China
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2020 – today
- 2026
[j37]Shaohua Cao, Ge Shen, Xuyang Yuan, Baoyu Zhang, Danyang Zheng, Zhu Han, Zijun Zhan, Weishan Zhang:
KG-AsyncFed:Knowledge-sensitivity and generative replay synergized asynchronous federated continual learning framework. Comput. Networks 276: 111964 (2026)- [j36]Ying Li, Danyang Zheng, Huanlai Xing, Shaohua Cao, Wenting Wei, Xiaojun Cao, Ji Xu, Fei Teng:
Towards cost-optimal prompt-based AIGC services deployment in Zero Trust-enabled networks. Comput. Networks 285: 112395 (2026) - [j35]Danyang Zheng, Huanlai Xing, Fei Teng, Xiaojun Cao, Ji Xu:
Towards cost optimization of deploying zero trust enabled SFC in multi-vendor programmable networks. Comput. Networks 285: 112400 (2026) - [j34]Xiangning Lu, Xiaohui Liu, Chao Wang, Jiaqi Ren, Danyang Zheng, Xiangyi Chen, Huanlai Xing:
A logarithmic-approximation approach for bandwidth efficient MoE deployment in edge networks. Comput. Networks 287: 112588 (2026) - [j33]Yihan Zhong, Chao Wang, Honghui Xu, Danyang Zheng, Xiaojun Cao:
Heterogeneous Dual-Agent DRL with generalization for SFC shared protection. Comput. Networks 288: 112580 (2026) - [j32]Yuqi Zhang, Haochen Lv, Danyang Zheng, Chen Yang, Huanlai Xing, Xiaojun Cao, Ji Xu, Fei Teng:
Profit-aware deployment of large language model-enabled inference chains in data centers. Comput. Networks 288: 112609 (2026) - [j31]Yang Li, Yusong Xue, Jiandian Zeng, Danyang Zheng, Li Feng, Huanlai Xing:
Collaborative Transformer Inference in Multi-Tier Multi-Node Edge Networks. IEEE Netw. 40(3): 26-33 (2026) - [j30]Liu Feng, Jian-Li Wang, Danyang Zheng, Jiashu Zhang, Yong-Guo Shi:
Incomplete Multi-View Kernel Subspace Clustering via Tensor Correlated Total Variation Regularization. IEEE Signal Process. Lett. 33: 1921-1925 (2026) - [j29]Xiangyi Chen, Yuanguo Bi, Huanlai Xing, Danyang Zheng, Mahesh K. Marina:
Model Migration in Digital Twin-Empowered Vehicular Edge Computing With AoI-Aware Decentralized Bilevel Learning. IEEE Trans. Mob. Comput. 25(3): 3953-3968 (2026) - [j28]Chao Wang, Danyang Zheng, Huanlai Xing, Wenyi Tang, Honghui Xu, Yihan Zhong, Xiaojun Cao:
NFV-Based Security Estimation and Classification Approaches for AIGC-Enabled Edge Networks. IEEE Trans. Netw. Sci. Eng. 13: 4008-4025 (2026) - [j27]Danyang Zheng, Kai Huang, Huanlai Xing, Xiaojun Cao:
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains. IEEE Trans. Serv. Comput. 19(2): 1619-1632 (2026) - [j26]Chao Wang, Danyang Zheng, Huanlai Xing, Chen Yang, Xiaojun Cao, Jie Xu, Fei Teng:
A Provably Cost-Efficient Approach to Deploying MoE Inference Models at the Network Edge. IEEE Trans. Serv. Comput. 19(4): 2646-2659 (2026) - 2025
- [j25]Xiaorong Liu, Danyang Zheng, Huanlai Xing, Li Feng, Chengzong Peng, Xiaojun Cao:
A cost-provable solution for reliable in-network computing-enabled services deployment. Comput. Networks 257: 110997 (2025) - [j24]Chao Wang, Danyang Zheng, Xiaorong Liu, Wenyi Tang, Honghui Xu, Xiaojun Cao:
Towards cost optimization in security-aware service function chaining and embedding over multi-vendor edge networks. Comput. Networks 257: 111002 (2025) - [j23]Danyang Zheng, Chao Wang, Honghui Xu, Wenyi Tang, Yihan Zhong, Xiaojun Cao:
A provably efficient in-network computing services deployment approach for security burst. Comput. Networks 272: 111737 (2025) - [j22]Shaohua Cao, Quancheng Zheng, Zijun Zhan, Yansheng Yang, Huaqi Lv, Danyang Zheng, Weishan Zhang:
FlyCache: Recommendation-driven edge caching architecture for full life cycle of video streaming. Digit. Commun. Networks 11(1): 961-974 (2025) - [j21]He Fang, Li Xu, Guoshun Nan, Danyang Zheng, Haitao Zhao, Xianbin Wang:
Accountable Distributed Access Control With Privacy Preservation for Blockchain-Enabled Internet of Things Systems: A Zero-Trust Security Scheme. IEEE Internet Things J. 12(11): 17936-17947 (2025) - [j20]Ying Li, Danyang Zheng, He Fang, Huanlai Xing, Xiangyi Chen, Xiaojun Cao:
Toward Prompt Chain Deployment in Zero Trust-Enabled Compute First Networks. IEEE Trans. Consumer Electron. 71(3): 8163-8177 (2025) - [j19]Chenxiang Luo, Wenyi Tang, Qixu Wang, Danyang Zheng:
Few-Shot Website Fingerprinting With Distribution Calibration. IEEE Trans. Dependable Secur. Comput. 22(1): 632-648 (2025) - [j18]Jincheng Peng, Huanlai Xing, Xiangyi Chen, Yang Li, Yunhe Cui, Danyang Zheng, Laha Ale, Li Feng:
Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge. IEEE Trans. Mob. Comput. 24(9): 8071-8088 (2025) - [j17]Wenting Wei, Qingyi Wang, Huaxi Gu, Danyang Zheng, Ning Zhang, Celimuge Wu:
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 12(4): 3093-3107 (2025) - [j16]Danyang Zheng, Xiaojun Cao:
Provably Efficient Service Function Chain Embedding and Protection in Edge Networks. IEEE Trans. Netw. 33(1): 178-193 (2025) - [c27]Chao Wang, Danyang Zheng, Yihan Zhong, Honghui Xu, Xiaojun Cao:
Heuristic-guided Migration-Agent-Based DRL for Compressed Model Placement in Edge Networks. GLOBECOM 2025: 3499-3504 - [c26]Yuqian Wu, Danyang Zheng, Jiaqi Ren, Huanlai Xing, Wenyi Tang, Xiaojun Cao:
A Runtime- and Cost-Efficient Approach of Deploying Mixture-of-Experts in Edge Networks. GLOBECOM 2025: 4843-4848 - [c25]Weiqing Zeng, Danyang Zheng, Huanlai Xing, Wenting Wei, Chao Wang, Xiaojun Cao:
Cost-Efficient Knowledge Distillation-enabled Student Models Placement in Edge Networks. GLOBECOM 2025: 4849-4854 - [c24]Jiaqi Ren, Chao Wang, Yihan Zhong, Shaohua Cao, Danyang Zheng, Xiaojun Cao:
Towards Expert Models Deployment Cost Optimization in Edge Computing Networks. ICC 2025: 838-843 - [c23]Ying Li, Jiaqi Ren, Huanlai Xing, Chengzong Peng, Danyang Zheng, Xiaojun Cao:
Towards Prompt Chain Deployment Cost Optimization in Zero Trust-Enabled Networks. ICC 2025: 2162-2167 - [c22]Yuqi Zhang, Danyang Zheng, Huanlai Xing, Honghui Xu, Chengzong Peng, Chao Wang, Xiaojun Cao:
Towards Profits Optimization in LLM Inference Model Deployment at the Network Edge. IPCCC 2025: 1-6 - [c21]Emama Nahid, Chen Zhao, Mahyar Amirgholy, Danyang Zheng, Honghui Xu:
Privacy-Preserving Multi-Source Data-Driven Optimization for Intelligent EV Charging. SMC 2025: 5308-5313 - 2024
- [j15]Ben Wang, Jun Li, Shaohua Cao, Evrim Guler, Danyang Zheng:
Security-Aware Service Function Chaining and Embedding With Asymmetric Dedicated Protection. IEEE Access 12: 53944-53957 (2024) - [j14]Danyang Zheng, He Fang, Shaohua Cao, Yihan Zhong, Xiaojun Cao:
Towards resources optimization in deploying service function chains with shared protection. Comput. Networks 248: 110494 (2024) - [j13]Danyang Zheng, Huanlai Xing, Li Feng, Xiaojun Cao:
Provably efficient security-aware service function tree composing and embedding in multi-vendor networks. Comput. Networks 254: 110843 (2024) - [j12]Shaohua Cao, Hanqing Zhang, Tian Wen, Hongwei Zhao, Quancheng Zheng, Weishan Zhang, Danyang Zheng:
FedQMIX: Communication-efficient federated learning via multi-agent reinforcement learning. High Confid. Comput. 4(2): 100179 (2024) - [j11]Danyang Zheng:
Transfer learning-based English translation text classification in a multimedia network environment. PeerJ Comput. Sci. 10: e1842 (2024) - [j10]Bowen Chen, Wenwen Zheng, Jun Yu, Danyang Zheng, Hong Chen, Mingyi Gao, Weiguo Ju, Pin-Han Ho, Jason P. Jue, Gangxiang Shen:
Crosstalk-Aware Virtual Network Mapping in Space-Division-Multiplexing Optical Data Center Networks. IEEE Trans. Commun. 72(6): 3526-3542 (2024) - [c20]Bowen Zhao, Huanlai Xing, Lexi Xu, Danyang Zheng, Jincheng Peng, Zhiwen Xiao, Li Feng:
Heterogeneous Federated Semantic Communication for Time Series Forecasting. GLOBECOM 2024: 2059-2064 - [c19]Xiangyi Chen, Yang Li, Huanlai Xing, Danyang Zheng, Min Li, Lexi Xu, Hai Zhao:
Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach. GLOBECOM 2024: 5084-5089 - [c18]Yihan Zhong, Danyang Zheng, Xiaojun Cao:
A DRL Approach with Network Service Deployment Transformer for Reliable SFC Deployment. ICC 2024: 177-182 - [c17]Danyang Zheng, Shaohua Cao, Honghui Xu, Xiaojun Cao:
Deploying Security-Aware Service Function Chains with Asymmetric Dedicated Protection. ICC 2024: 1066-1071 - [c16]Xiaorong Wang, Wenting Wei, Xiaoshan Yu, Danyang Zheng, Neeraj Kumar, Lei Liu:
Ensemble Learning-based Traffic Classification with Small-Scale Datasets for Wireless Networks. INFOCOM (Workshops) 2024: 1-6 - 2023
- [j9]Chengzong Peng, Danyang Zheng, Yihan Zhong, Xiaojun Cao:
Off-site protection against service function forwarder failures in NFV. Comput. Networks 221: 109510 (2023) - [j8]Shaohua Cao, Di Liu, Congcong Dai, Chengqi Wang, Yansheng Yang, Weishan Zhang, Danyang Zheng:
Reinforcement learning based tasks offloading in vehicular edge computing networks. Comput. Networks 234: 109894 (2023) - [j7]Danyang Zheng, Gangxiang Shen, Yongcheng Li, Xiaojun Cao, Biswanath Mukherjee:
Service Function Chaining and Embedding With Heterogeneous Faults Tolerance in Edge Networks. IEEE Trans. Netw. Serv. Manag. 20(3): 2157-2171 (2023) - [c15]Danyang Zheng, Xiaorong Liu, Wenyi Tang, Honghui Xu, Xiaojun Cao:
Cost Optimization in Security-Aware Service Function Chain Deployment with Diverse Vendors. GLOBECOM 2023: 2093-2098 - [c14]Congcong Dai, Shaohua Cao, Zijun Zhan, Di Liu, Danyang Zheng:
User Allocation in NOMA-Based Edge Computing Environment. GLOBECOM 2023: 3033-3038 - [c13]Chengzong Peng, Danyang Zheng, Ben Wang, Xiaojun Cao:
Off-Site Service Function Protection for Type-Oriented Forwarder Failures. ICC 2023: 359-364 - [c12]Danyang Zheng, Gangxiang Shen, Bowen Chen, Chengzong Peng, Xiaojun Cao, Biswanath Mukherjee:
Embedding Service Function Chains with Dedicated Protection in Edge Networks. ICC 2023: 365-370 - 2022
- [j6]Danyang Zheng, Gangxiang Shen, Xiaojun Cao, Biswanath Mukherjee:
Towards Optimal Parallelism-Aware Service Chaining and Embedding. IEEE Trans. Netw. Serv. Manag. 19(3): 2063-2077 (2022) - [c11]Danyang Zheng, Chengzong Peng, Ben Wang, Xiaojun Cao:
Towards Deterministic Fault-Tolerant Service Function Slicing in Edge Networks. ICCCN 2022: 1-8 - 2021
- [j5]Xueting Liao, Danyang Zheng, Xiaojun Cao:
Coronavirus pandemic analysis through tripartite graph clustering in online social networks. Big Data Min. Anal. 4(4): 242-251 (2021) - [j4]Danyang Zheng, Huaxi Gu, Wenting Wei, Chengzong Peng, Xiaojun Cao:
Network Service Chaining and Embedding With Provable Bounds. IEEE Internet Things J. 8(9): 7140-7151 (2021) - [j3]Chengzong Peng, Danyang Zheng, Sumesh Philip, Xiaojun Cao:
Latency-Bounded Off-Site Virtual Node Protection in NFV. IEEE Trans. Netw. Serv. Manag. 18(3): 2545-2556 (2021) - [c10]Chengzong Peng, Danyang Zheng, Xiaojun Cao:
Latency-aware VNF Protection for Network Function Virtualization in Elastic Optical Networks. GLOBECOM 2021: 1-6 - [c9]Xueting Liao, Danyang Zheng, Yubao Wu, Xiaojun Cao:
Should We Trust Influencers on Social Networks? On Instagram Sponsored Post Analysis. ICCCN 2021: 1-8 - [c8]Danyang Zheng, Chengzong Peng, Xueting Liao, Xiaojun Cao:
Parallelism-aware Service Function Chaining and Embedding for 5G Networks. ICCCN 2021: 1-9 - 2020
- [j2]Danyang Zheng, Chengzong Peng, Xueting Liao, Xiaojun Cao:
Toward Optimal Hybrid Service Function Chain Embedding in Multiaccess Edge Computing. IEEE Internet Things J. 7(7): 6035-6045 (2020) - [c7]Danyang Zheng, Chengzong Peng, Xueting Liao, Ling Tian, Guangchun Luo, Xiaojun Cao:
Towards Latency Optimization in Hybrid Service Function Chain Composition and Embedding. INFOCOM 2020: 1539-1548
2010 – 2019
- 2019
- [c6]Danyang Zheng, Chengzong Peng, Xueting Liao, Guangchun Luo, Ling Tian, Xiaojun Cao:
Service Function Chaining and Embedding with Spanning Closed Walk. HPSR 2019: 1-5 - [c5]Danyang Zheng, Evrim Guler, Chengzong Peng, Guangchun Luo, Ling Tian, Xiaojun Cao:
Dependence-Aware Service Function Chain Embedding in Optical Networks. ICC 2019: 1-6 - [c4]Danyang Zheng, Chengzong Peng, Evrim Guler, Guangchun Luo, Ling Tian, Xiaojun Cao:
Hybrid Service Chain Deployment in Networks with Unique Function. ICC 2019: 1-6 - 2018
- [j1]Maryam Jalalitabar, Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao:
Embedding Dependence-Aware Service Function Chains. JOCN 10(8): C64-C74 (2018) - [c3]Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao:
Embedding Multicast Services in Optical Networks with Fanout Limitation. ICC 2018: 1-6 - 2017
- [c2]Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao:
Virtual Multicast Tree Embedding over Elastic Optical Networks. GLOBECOM 2017: 1-6 - [c1]Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao:
Embedding virtual multicast trees in software-defined networks. ICC 2017: 1-6
Coauthor Index
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