Danyang Zheng

63 papers A* 1B 13C 2Journal 34Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
CASTER: Breaking the Cost-Performance Barrier in Multi-Agent Orchestration via Context-Aware Strategy for Task Efficient Routing.
CoRR
Shanyv Liu, Xuyang Yuan, Tao Chen, Zijun Zhan, Zhu Han, Danyang Zheng, Weishan Zhang, Shaohua Cao
2026 J jnl
KG-AsyncFed:Knowledge-sensitivity and generative replay synergized asynchronous federated continual learning framework.
Comput. Networks
Shaohua Cao, Ge Shen, Xuyang Yuan, Baoyu Zhang, Danyang Zheng, Zhu Han, Zijun Zhan, Weishan Zhang
2026 J jnl
Model Migration in Digital Twin-Empowered Vehicular Edge Computing With AoI-Aware Decentralized Bilevel Learning.
IEEE Trans. Mob. Comput.
Xiangyi Chen, Yuanguo Bi, Huanlai Xing, Danyang Zheng, Mahesh K. Marina
2026 J jnl
NFV-Based Security Estimation and Classification Approaches for AIGC-Enabled Edge Networks.
IEEE Trans. Netw. Sci. Eng.
Chao Wang, Danyang Zheng, Huanlai Xing, Wenyi Tang, Honghui Xu, Yihan Zhong, Xiaojun Cao
2026 J jnl
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains.
IEEE Trans. Serv. Comput.
Danyang Zheng, Kai Huang, Huanlai Xing, Xiaojun Cao
2025 B conf
A Runtime- and Cost-Efficient Approach of Deploying Mixture-of-Experts in Edge Networks.
GLOBECOM
Yuqian Wu, Danyang Zheng, Jiaqi Ren, Huanlai Xing, Wenyi Tang, Xiaojun Cao
2025 J jnl
A Survey: Towards Privacy and Security in Mobile Large Language Models.
CoRR
Honghui Xu, Kaiyang Li, Wei Chen, Danyang Zheng, Zhiyuan Li, Zhipeng Cai
2025 J jnl
A cost-provable solution for reliable in-network computing-enabled services deployment.
Comput. Networks
Xiaorong Liu, Danyang Zheng, Huanlai Xing, Li Feng, Chengzong Peng, Xiaojun Cao
2025 J jnl
A provably efficient in-network computing services deployment approach for security burst.
Comput. Networks
Danyang Zheng, Chao Wang, Honghui Xu, Wenyi Tang, Yihan Zhong, Xiaojun Cao
2025 J jnl
Accountable Distributed Access Control With Privacy Preservation for Blockchain-Enabled Internet of Things Systems: A Zero-Trust Security Scheme.
IEEE Internet Things J.
He Fang, Li Xu, Guoshun Nan, Danyang Zheng, Haitao Zhao, Xianbin Wang
2025 J jnl
An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng.
Wenting Wei, Qingyi Wang, Huaxi Gu, Danyang Zheng, Ning Zhang, Celimuge Wu
2025 B conf
Cost-Efficient Knowledge Distillation-enabled Student Models Placement in Edge Networks.
GLOBECOM
Weiqing Zeng, Danyang Zheng, Huanlai Xing, Wenting Wei, Chao Wang, Xiaojun Cao
2025 J jnl
Exploring equivariant and invariant features for website fingerprinting in distributed networks.
Peer Peer Netw. Appl.
Jiajun Li, Wenyi Tang, Rui Tang, Danyang Zheng
2025 J jnl
Few-Shot Website Fingerprinting With Distribution Calibration.
IEEE Trans. Dependable Secur. Comput.
Chenxiang Luo, Wenyi Tang, Qixu Wang, Danyang Zheng
2025 J jnl
FlyCache: Recommendation-driven edge caching architecture for full life cycle of video streaming.
Digit. Commun. Networks
Shaohua Cao, Quancheng Zheng, Zijun Zhan, Yansheng Yang, Huaqi Lv, Danyang Zheng, Weishan Zhang
2025 B conf
Heuristic-guided Migration-Agent-Based DRL for Compressed Model Placement in Edge Networks.
GLOBECOM
Chao Wang, Danyang Zheng, Yihan Zhong, Honghui Xu, Xiaojun Cao
2025 J jnl
LIRB-Based Quantum Circuit Fidelity Assessment and Gate Fault Diagnosis.
Comput. Mater. Continua
Mengdi Yang, Feng Yue, Weilong Wang, Xiangdong Meng, Lixin Wang, Pengyu Han, Haoran He, Benzheng Yuan, Zhiqiang Fan, Chenhui Wang, Qiming Du, Danyang Zheng, Xuefei Feng, Zheng Shan
2025 B conf
Privacy-Preserving Multi-Source Data-Driven Optimization for Intelligent EV Charging.
SMC
Emama Nahid, Chen Zhao, Mahyar Amirgholy, Danyang Zheng, Honghui Xu
2025 J jnl
Provably Efficient Service Function Chain Embedding and Protection in Edge Networks.
IEEE Trans. Netw.
Danyang Zheng, Xiaojun Cao
2025 J jnl
Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Xiangyi Chen, Yang Li, Yunhe Cui, Danyang Zheng, Laha Ale, Li Feng
2025 J jnl
Toward Prompt Chain Deployment in Zero Trust-Enabled Compute First Networks.
IEEE Trans. Consumer Electron.
Ying Li, Danyang Zheng, He Fang, Huanlai Xing, Xiangyi Chen, Xiaojun Cao
2025 — conf
Towards Expert Models Deployment Cost Optimization in Edge Computing Networks.
ICC
Jiaqi Ren, Chao Wang, Yihan Zhong, Shaohua Cao, Danyang Zheng, Xiaojun Cao
2025 C conf
Towards Profits Optimization in LLM Inference Model Deployment at the Network Edge.
IPCCC
Yuqi Zhang, Danyang Zheng, Huanlai Xing, Honghui Xu, Chengzong Peng, Chao Wang, Xiaojun Cao
2025 — conf
Towards Prompt Chain Deployment Cost Optimization in Zero Trust-Enabled Networks.
ICC
Ying Li, Jiaqi Ren, Huanlai Xing, Chengzong Peng, Danyang Zheng, Xiaojun Cao
2025 J jnl
Towards cost optimization in security-aware service function chaining and embedding over multi-vendor edge networks.
Comput. Networks
Chao Wang, Danyang Zheng, Xiaorong Liu, Wenyi Tang, Honghui Xu, Xiaojun Cao
2024 — conf
A DRL Approach with Network Service Deployment Transformer for Reliable SFC Deployment.
ICC
Yihan Zhong, Danyang Zheng, Xiaojun Cao
2024 — conf
An Ultra-high Bandwidth Piezoelectric MEMS Accelerometer Towards Condition-based Monitoring.
IEEE SENSORS
Yiyao Liu, Ye Yuan, Yi Gong, Boyun Zhang, Danyang Zheng, Wei Pang, Menglun Zhang
2024 J jnl
Crosstalk-Aware Virtual Network Mapping in Space-Division-Multiplexing Optical Data Center Networks.
IEEE Trans. Commun.
Bowen Chen, Wenwen Zheng, Jun Yu, Danyang Zheng, Hong Chen, Mingyi Gao, Weiguo Ju, Pin-Han Ho, Jason P. Jue, Gangxiang Shen
2024 — conf
Deploying Security-Aware Service Function Chains with Asymmetric Dedicated Protection.
ICC
Danyang Zheng, Shaohua Cao, Honghui Xu, Xiaojun Cao
2024 B conf
Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach.
GLOBECOM
Xiangyi Chen, Yang Li, Huanlai Xing, Danyang Zheng, Min Li, Lexi Xu, Hai Zhao
2024 — conf
Ensemble Learning-based Traffic Classification with Small-Scale Datasets for Wireless Networks.
INFOCOM (Workshops)
Xiaorong Wang, Wenting Wei, Xiaoshan Yu, Danyang Zheng, Neeraj Kumar, Lei Liu
2024 J jnl
FedQMIX: Communication-efficient federated learning via multi-agent reinforcement learning.
High Confid. Comput.
Shaohua Cao, Hanqing Zhang, Tian Wen, Hongwei Zhao, Quancheng Zheng, Weishan Zhang, Danyang Zheng
2024 B conf
Heterogeneous Federated Semantic Communication for Time Series Forecasting.
GLOBECOM
Bowen Zhao, Huanlai Xing, Lexi Xu, Danyang Zheng, Jincheng Peng, Zhiwen Xiao, Li Feng
2024 J jnl
Provably efficient security-aware service function tree composing and embedding in multi-vendor networks.
Comput. Networks
Danyang Zheng, Huanlai Xing, Li Feng, Xiaojun Cao
2024 J jnl
Security-Aware Service Function Chaining and Embedding With Asymmetric Dedicated Protection.
IEEE Access
Ben Wang, Jun Li, Shaohua Cao, Evrim Guler, Danyang Zheng
2024 J jnl
Towards resources optimization in deploying service function chains with shared protection.
Comput. Networks
Danyang Zheng, He Fang, Shaohua Cao, Yihan Zhong, Xiaojun Cao
2024 J jnl
Transfer learning-based English translation text classification in a multimedia network environment.
PeerJ Comput. Sci.
Danyang Zheng
2023 B conf
Cost Optimization in Security-Aware Service Function Chain Deployment with Diverse Vendors.
GLOBECOM
Danyang Zheng, Xiaorong Liu, Wenyi Tang, Honghui Xu, Xiaojun Cao
2023 — conf
Embedding Service Function Chains with Dedicated Protection in Edge Networks.
ICC
Danyang Zheng, Gangxiang Shen, Bowen Chen, Chengzong Peng, Xiaojun Cao, Biswanath Mukherjee
2023 — conf
Off-Site Service Function Protection for Type-Oriented Forwarder Failures.
ICC
Chengzong Peng, Danyang Zheng, Ben Wang, Xiaojun Cao
2023 J jnl
Off-site protection against service function forwarder failures in NFV.
Comput. Networks
Chengzong Peng, Danyang Zheng, Yihan Zhong, Xiaojun Cao
2023 J jnl
Reinforcement learning based tasks offloading in vehicular edge computing networks.
Comput. Networks
Shaohua Cao, Di Liu, Congcong Dai, Chengqi Wang, Yansheng Yang, Weishan Zhang, Danyang Zheng
2023 J jnl
Service Function Chaining and Embedding With Heterogeneous Faults Tolerance in Edge Networks.
IEEE Trans. Netw. Serv. Manag.
Danyang Zheng, Gangxiang Shen, Yongcheng Li, Xiaojun Cao, Biswanath Mukherjee
2023 B conf
User Allocation in NOMA-Based Edge Computing Environment.
GLOBECOM
Congcong Dai, Shaohua Cao, Zijun Zhan, Di Liu, Danyang Zheng
2022 B conf
Towards Deterministic Fault-Tolerant Service Function Slicing in Edge Networks.
ICCCN
Danyang Zheng, Chengzong Peng, Ben Wang, Xiaojun Cao
2022 J jnl
Towards Optimal Parallelism-Aware Service Chaining and Embedding.
IEEE Trans. Netw. Serv. Manag.
Danyang Zheng, Gangxiang Shen, Xiaojun Cao, Biswanath Mukherjee
2021 J jnl
A Defect Detection Method for Rail Surface and Fasteners Based on Deep Convolutional Neural Network.
Comput. Intell. Neurosci.
Danyang Zheng, Liming Li, Shubin Zheng, Xiao-dong Chai, Shuguang Zhao, Qianqian Tong, Ji Wang, Lizheng Guo
2021 J jnl
Coronavirus pandemic analysis through tripartite graph clustering in online social networks.
Big Data Min. Anal.
Xueting Liao, Danyang Zheng, Xiaojun Cao
2021 J jnl
Latency-Bounded Off-Site Virtual Node Protection in NFV.
IEEE Trans. Netw. Serv. Manag.
Chengzong Peng, Danyang Zheng, Sumesh Philip, Xiaojun Cao
2021 B conf
Latency-aware VNF Protection for Network Function Virtualization in Elastic Optical Networks.
GLOBECOM
Chengzong Peng, Danyang Zheng, Xiaojun Cao
2021 J jnl
Network Service Chaining and Embedding With Provable Bounds.
IEEE Internet Things J.
Danyang Zheng, Huaxi Gu, Wenting Wei, Chengzong Peng, Xiaojun Cao
2021 B conf
Parallelism-aware Service Function Chaining and Embedding for 5G Networks.
ICCCN
Danyang Zheng, Chengzong Peng, Xueting Liao, Xiaojun Cao
2021 B conf
Should We Trust Influencers on Social Networks? On Instagram Sponsored Post Analysis.
ICCCN
Xueting Liao, Danyang Zheng, Yubao Wu, Xiaojun Cao
2020 J jnl
Toward Optimal Hybrid Service Function Chain Embedding in Multiaccess Edge Computing.
IEEE Internet Things J.
Danyang Zheng, Chengzong Peng, Xueting Liao, Xiaojun Cao
2020 A* conf
Towards Latency Optimization in Hybrid Service Function Chain Composition and Embedding.
INFOCOM
Danyang Zheng, Chengzong Peng, Xueting Liao, Ling Tian, Guangchun Luo, Xiaojun Cao
2019 — conf
Dependence-Aware Service Function Chain Embedding in Optical Networks.
ICC
Danyang Zheng, Evrim Guler, Chengzong Peng, Guangchun Luo, Ling Tian, Xiaojun Cao
2019 — conf
Hybrid Service Chain Deployment in Networks with Unique Function.
ICC
Danyang Zheng, Chengzong Peng, Evrim Guler, Guangchun Luo, Ling Tian, Xiaojun Cao
2019 — conf
MIRU: A Novel Memory Interaction Recurrent Unit.
ICONIP (5)
Danyang Zheng, Zhuo Zhang, Hui Tian, Ping Gong
2019 C conf
Service Function Chaining and Embedding with Spanning Closed Walk.
HPSR
Danyang Zheng, Chengzong Peng, Xueting Liao, Guangchun Luo, Ling Tian, Xiaojun Cao
2018 J jnl
Embedding Dependence-Aware Service Function Chains.
JOCN
Maryam Jalalitabar, Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao
2018 — conf
Embedding Multicast Services in Optical Networks with Fanout Limitation.
ICC
Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao
2017 — conf
Embedding virtual multicast trees in software-defined networks.
ICC
Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao
2017 B conf
Virtual Multicast Tree Embedding over Elastic Optical Networks.
GLOBECOM
Evrim Guler, Danyang Zheng, Guangchun Luo, Ling Tian, Xiaojun Cao