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2020 – today
- 2025
[j47]Fengrui Xiao
, Shuangwu Chen, Jian Yang, Huasen He, Xiaofeng Jiang, Xiaobin Tan, Dong Jin:
GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction. Comput. Secur. 148: 104180 (2025)- [j46]Qirui Bai, Shuangwu Chen, Huihuang Qin, Dong Jin, Xiaobin Tan, Huasen He, Guohao Wang, Jian Yang:
Robust Cross-Chamber One-Class Fault Detection in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 22: 14867-14879 (2025) - [j45]Huasen He, Yue Ren, Junjun Li, Xiaofeng Jiang, Yunpeng Hou, Shuangwu Chen, Jian Yang:
Hop-by-Hop Redundancy-Guaranteed Adaptive Coding for Enhancing Transmission Reliability of UAV Networks. IEEE Trans. Commun. 73(8): 5523-5537 (2025) - [j44]Fengrui Xiao, Shuangwu Chen, Siyang Chen, Yuanyi Ma, Huasen He, Jian Yang:
SENTINEL: Insider Threat Detection Based on Multi-Timescale User Behavior Interaction Graph Learning. IEEE Trans. Netw. Sci. Eng. 12(2): 774-790 (2025) - [j43]Xun Liu, Jian Yang, Shuangwu Chen, Huasen He, Xiaofeng Jiang:
PRFL: Achieving Efficient Robust Aggregation in Privacy-Preserving Federated Learning. IEEE Trans. Netw. Serv. Manag. 22(2): 2138-2155 (2025) - [j42]Jian Yang, Zian Wang, Shuangwu Chen, Huasen He, Yunpeng Hou, Xiaofeng Jiang:
HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems. IEEE Trans. Serv. Comput. 18(5): 2916-2931 (2025) - [j41]Yongyi Ran, Yajie Ding, Shuangwu Chen, Jizhao Lei, Jiangtao Luo:
Fully-Distributed Dynamic Packet Routing for LEO Satellite Networks: A GNN-Enhanced Multi-Agent Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 74(3): 5229-5234 (2025) - [c23]Yu Guo, Dong Jin, Shenghao Ye, Shuangwu Chen, Jianyang Jianyang, Xiaobin Tan:
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs. ACL (Findings) 2025: 8441-8452 - [c22]Zhiwei Tai, Xiaobin Tan, Shunyi Wang, Peng Xie, Shuangwu Chen, Quan Zheng:
QoE Oriented Efficient MEC-Assisted Rendering Scheme for Virtual Reality. ICIC (15) 2025: 76-88 - [i2]Yu Guo, Dong Jin, Shenghao Ye, Shuangwu Chen, Jian Yang, Xiaobin Tan:
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs. CoRR abs/2505.13725 (2025) - [i1]Shenghao Ye, Yu Guo, Dong Jin, Yikai Shen, Yunpeng Hou, Shuangwu Chen, Jian Yang, Xiaofeng Jiang:
When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables. CoRR abs/2509.17680 (2025) - 2024
- [j40]Huasen He, Wenke Yuan, Shuangwu Chen, Xiaofeng Jiang, Feng Yang, Jian Yang:
Deep Reinforcement Learning-Based Distributed 3D UAV Trajectory Design. IEEE Trans. Commun. 72(6): 3736-3751 (2024) - [j39]Huasen He, Wenke Yuan, Yunpeng Hou, Shuangwu Chen, Xiaofeng Jiang, Rangang Zhu, Jian Yang:
Onboard Processing-Aided Transmission Delay Minimization for LEO Satellite Networks. IEEE Trans. Commun. 72(11): 7047-7062 (2024) - [j38]Jiangming Li, Huasen He, Shuangwu Chen, Dong Jin, Jian Yang:
LogGraph: Log Event Graph Learning Aided Robust Fine-Grained Anomaly Diagnosis. IEEE Trans. Dependable Secur. Comput. 21(4): 1876-1889 (2024) - [j37]Xiaobin Tan, Chuang Peng, Peng Xie, Hao Wang, Mengxiang Li, Shuangwu Chen, Cliff C. Zou:
Inter-Flow Spatio-Temporal Correlation Analysis Based Website Fingerprinting Using Graph Neural Network. IEEE Trans. Inf. Forensics Secur. 19: 7619-7632 (2024) - [j36]Mingqiang Lin, Denggao Wu, Shuangwu Chen, Jinhao Meng, Wei Wang, Ji Wu:
Battery Health Prognosis Based on Sliding Window Sampling of Charging Curves and Independently Recurrent Neural Network. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - [j35]Xiaobin Tan, Shunyi Wang, Xiang Xu, Quan Zheng, Jian Yang, Shuangwu Chen:
DACOD360: Deadline-Aware Content Delivery for 360-Degree Video Streaming Over MEC Networks. IEEE Trans. Multim. 26: 4168-4182 (2024) - [j34]Siyu Cheng, Dong Jin, Yuanyi Ma, Shuangwu Chen, Huasen He, Jian Yang:
LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network. IEEE Trans. Netw. Sci. Eng. 11(5): 4059-4075 (2024) - [j33]Xiaofeng Jiang, Qianbao Shi, Hengkun Miao, Wanqin Cao, Huasen He, Shuangwu Chen, Jian Yang:
Credible Link Flooding Attack Detection and Mitigation: A Blockchain-Based Approach. IEEE Trans. Netw. Serv. Manag. 21(3): 3537-3554 (2024) - [j32]Shuangwu Chen, Jiangming Li, Qifeng Yuan, Huasen He, Sen Li, Jian Yang:
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 35(12): 2331-2346 (2024) - [j31]Shuangwu Chen, Qifeng Yuan, Jiangming Li, Huasen He, Sen Li, Xiaofeng Jiang, Jian Yang:
Graph Neural Network Aided Deep Reinforcement Learning for Microservice Deployment in Cooperative Edge Computing. IEEE Trans. Serv. Comput. 17(6): 3742-3757 (2024) - [j30]Yongyi Ran, Feng Tan, Shuangwu Chen, Jizhao Lei, Jiangtao Luo:
Towards Beam Hopping and Power Allocation in Multi-Beam Satellite Systems With Parameterized Reinforcement Learning. IEEE Trans. Veh. Technol. 73(9): 14050-14055 (2024) - [j29]Huasen He, Kaixuan Sun, Shuangwu Chen, Xiaofeng Jiang, Rangang Zhu, Jian Yang:
Deep Reinforcement Learning Based Routing for Non-Cooperative Multi-Flow Games in Dynamic AANETs. IEEE Trans. Veh. Technol. 73(12): 19495-19510 (2024) - [c21]Xiaowei Tong, Sen Li, Jiangming Li, Xun Liu, Yunpeng Hou, Shuangwu Chen, Jian Yang:
Spatio-Temporal Hypergraph Convolutional Network Based Network Traffic Prediction. CMLDS 2024: 2:1-2:7 - [c20]Kai Cheng, Ziyang Zou, Zian Wang, Jian Yang, Shuangwu Chen:
QFL: Federated Learning Acceleration Based on QAT Hardware Accelerator. CMLDS 2024: 20:1-20:7 - [c19]Chenjie Li, Dong Jin, Shuangwu Chen, Jian Yang, Jian Xie:
Generative Models Based Wafer Surface Defect Detection in Limited Sample Scenarios. ICCPR 2024: 191-196 - [c18]Jiangming Li, Sen Li, Jian Tan, Siyu Cheng, Dong Jin, Shuangwu Chen, Jian Yang:
Graph Coding Aided Deep Reinforcement Learning for Fault-tolerant Workflow Scheduling. ICCT 2024: 60-65 - [c17]Siyang Chen, Shuangwu Chen, Huasen He, Xiaofeng Jiang, Jian Yang, Siyu Cheng:
Causality Correlation and Context Learning Aided Robust Lightweight Multi-Tab Website Fingerprinting Over Encrypted Tunnel. INFOCOM 2024: 761-770 - [c16]Kaixin Chen, Yongyi Ran, Shaohua Xia, Jiangtao Luo, Shuangwu Chen:
Inter-Satellite Link Re-Planning Algorithm under Link Failures of LEO Satellite Constellations. VTC Fall 2024: 1-6 - 2023
- [j28]Yunpeng Hou, Huasen He, Xiaofeng Jiang, Shuangwu Chen, Jian Yang:
Deep-Reinforcement-Learning-Aided Loss-Tolerant Congestion Control for 6LoWPAN Networks. IEEE Internet Things J. 10(21): 19125-19140 (2023) - [j27]Dong Jin, Shuangwu Chen, Huasen He, Xiaofeng Jiang, Siyu Cheng, Jian Yang:
Federated Incremental Learning based Evolvable Intrusion Detection System for Zero-Day Attacks. IEEE Netw. 37(1): 125-132 (2023) - [j26]Fekri Saleh, Saleem Karmoshi, Shuangwu Chen, Feng Yang, Jian Yang:
vTopology: Virtual MAC Address Aided Network Slicing in Multi-Tenant Data Centers. IEEE Netw. 37(2): 214-221 (2023) - [j25]Huasen He, Yunpeng Hou, Jian Yang, Xiaofeng Jiang, Shuangwu Chen, Lajos Hanzo:
Towards Reliable Space-Ground Integrated Networks: From System-Level Design to Implementation. IEEE Netw. 37(5): 154-161 (2023) - [j24]Xiaofeng Jiang, Yunhui Huang, Junjun Li, Huasen He, Shuangwu Chen, Feng Yang, Jian Yang:
Spatio-Temporal Routing, Redundant Coding and Multipath Scheduling for Deterministic Satellite Network Transmission. IEEE Trans. Commun. 71(5): 2860-2875 (2023) - [j23]Shuangwu Chen, Dong Jin, Huasen He, Feng Yang, Jian Yang:
Deep Learning Based Online Nondestructive Defect Detection for Self-Piercing Riveted Joints in Automotive Body Manufacturing. IEEE Trans. Ind. Informatics 19(8): 9134-9144 (2023) - [j22]Xiaofeng Jiang, Xiaodong Wang, Jian Yang, Shuangwu Chen, Xi Qin:
Faster TKD: Towards Lightweight Decomposition for Large-Scale Tensors With Randomized Block Sampling. IEEE Trans. Knowl. Data Eng. 35(8): 7966-7979 (2023) - [j21]Jian Yang, Qifeng Yuan, Shuangwu Chen, Huasen He, Xiaofeng Jiang, Xiaobin Tan:
Cooperative Task Offloading for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20(3): 3205-3219 (2023) - [j20]Huasen He, Changkun Qin, Shuangwu Chen, Xiaofeng Jiang, Jian Yang, Lajos Hanzo:
Sparse Bandit Learning Based Location Management for Space-Ground Integrated Networks. IEEE Trans. Veh. Technol. 72(8): 10314-10329 (2023) - [j19]Jian Yang, Xun Liu, Xiaofeng Jiang, Yaohui Zhang, Shuangwu Chen, Huasen He:
Toward Trusted Unmanned Aerial Vehicle Swarm Networks: A Blockchain-Based Approach. IEEE Veh. Technol. Mag. 18(2): 98-108 (2023) - [c15]Chuang Peng, Xiaobin Tan, Peng Xie, Mengxiang Li, Hao Wang, Shuangwu Chen:
IoT Device Identification Base on Inter-flow Correlation Analysis Using Graph Neural Network. BIGCOM 2023: 24-31 - [c14]Wenshu Huang, Yongyi Ran, Jie Rao, Jiangtao Luo, Shuangwu Chen:
Queue-Learning-Based QoE Optimization for Super-Resolution-Assisted Adaptive Video Streaming. GLOBECOM 2023: 140-145 - 2022
- [j18]Jian Yang, Kaixuan Sun, Huasen He, Xiaofeng Jiang, Shuangwu Chen:
Dynamic Virtual Topology Aided Networking and Routing for Aeronautical Ad-Hoc Networks. IEEE Trans. Commun. 70(7): 4702-4716 (2022) - [j17]Jian Yang, Qi Zhang, Xiaofeng Jiang, Shuangwu Chen, Feng Yang:
Poirot: Causal Correlation Aided Semantic Analysis for Advanced Persistent Threat Detection. IEEE Trans. Dependable Secur. Comput. 19(5): 3546-3563 (2022) - [j16]Yunhui Huang, Xiaofeng Jiang, Shuangwu Chen, Feng Yang, Jian Yang:
Pheromone Incentivized Intelligent Multipath Traffic Scheduling Approach for LEO Satellite Networks. IEEE Trans. Wirel. Commun. 21(8): 5889-5902 (2022) - [c13]Ruili Zhao, Yongyi Ran, Jiangtao Luo, Shuangwu Chen:
Towards Coverage-Aware Cooperative Video Caching in LEO Satellite Networks. GLOBECOM 2022: 1893-1898 - 2021
- [j15]Shuangwu Chen, Zhen Yao, Xiaofeng Jiang, Jian Yang, Lajos Hanzo:
Multi-Agent Deep Reinforcement Learning-Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks. IEEE Trans. Commun. 69(4): 2441-2456 (2021) - [j14]Xiaofeng Jiang, Feng Zhou, Shuangwu Chen, Huasen He, Jian Yang:
Jamming Resilient Tracking Using POMDP-Based Detection of Hidden Targets. IEEE Trans. Inf. Forensics Secur. 16: 983-998 (2021) - [j13]Jian Yang, Xiang Chen, Shuangwu Chen, Xiaofeng Jiang, Xiaobin Tan:
Conditional Variational Auto-Encoder and Extreme Value Theory Aided Two-Stage Learning Approach for Intelligent Fine-Grained Known/Unknown Intrusion Detection. IEEE Trans. Inf. Forensics Secur. 16: 3538-3553 (2021) - [c12]Fengrui Xiao, Feng Yang, Shuangwu Chen, Jian Yang:
Encrypted Malicious Traffic Detection Based on Ensemble Learning. CSS 2021: 1-15 - 2020
- [j12]Chao Wang, Jian Yang, Huasen He, Ruida Zhou, Shuangwu Chen, Xiaofeng Jiang:
Neighbor Cell List Optimization in Handover Management Using Cascading Bandits Algorithm. IEEE Access 8: 134137-134150 (2020) - [j11]Shuangwu Chen, Xiang Chen, Zhen Yao, Jian Yang, Yangyang Li, Feng Wu:
Evolving Switch Architecture toward Accommodating In-Network Intelligence. IEEE Commun. Mag. 58(1): 33-39 (2020) - [j10]Jian Yang, Dezheng Li, Xiaofeng Jiang, Shuangwu Chen, Lajos Hanzo:
Enhancing the Resilience of Low Earth Orbit Remote Sensing Satellite Networks. IEEE Netw. 34(4): 304-311 (2020) - [j9]Xiaofeng Jiang, Shuangwu Chen, Jian Yang, Han Hu, Zhenliang Zhang:
Finding the Equilibrium for Continuous Constrained Markov Games Under the Average Criteria. IEEE Trans. Autom. Control. 65(12): 5399-5406 (2020) - [j8]Jian Yang, Jinsen Xie, Shuangwu Chen, Zilei Wang, Han Hu, Lajos Hanzo:
Proportional-Fair Multi-User Scalable Layered Wireless Video Streaming Powered by Energy Harvesting. IEEE Trans. Veh. Technol. 69(4): 4460-4471 (2020) - [j7]Shuangwu Chen, Bowen Yang, Jian Yang, Lajos Hanzo:
Dynamic Resource Allocation for Scalable Video Multirate Multicast Over Wireless Networks. IEEE Trans. Veh. Technol. 69(9): 10227-10241 (2020) - [c11]Dongpu Li, Qifeng Yuan, Tan Li, Shuangwu Chen, Jian Yang:
Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation. ICOIN 2020: 245-250 - [c10]Dong Jin, Jinsen Xie, Shuangwu Chen, Jian Yang, Xinmin Liu, Wei Wang:
Zero-Day Traffic Identification Using One-Dimension Convolutional Neural Networks And Auto Encoder Machine. Networking 2020: 559-563
2010 – 2019
- 2019
- [j6]Jian Yang, Bowen Yang, Shuangwu Chen, Yongdong Zhang, Yanyong Zhang, Lajos Hanzo:
Dynamic Resource Allocation for Streaming Scalable Videos in SDN-Aided Dense Small-Cell Networks. IEEE Trans. Commun. 67(3): 2114-2129 (2019) - [c9]Qi Zhang, Xiaofeng Jiang, Shuangwu Chen, Jinsen Xie, Jian Yang, Ling Xing:
An Information Feature Extraction and Rapid Updating Scheme for Knowledge Centric Networking. ICNC 2019: 94-99 - [c8]Xiang Chen, Shuangwu Chen, Amin Ullah, Chaojie Yu, Jian Yang:
Online optimization for Adaptive Scalable Video Transmission in SDN using Kernel-based ADP. ICSPCS 2019: 1-6 - [c7]Zhen Yao, Shuangwu Chen, Jian Yang, Yifeng Liu, Haiyong Xie:
Mobility-Aware Pre-caching Based on Unsupervised Deep Generative Model for Small Cell Networks. ICSPCS 2019: 1-7 - 2018
- [c6]Tan Li, Shuangwu Chen, Zhen Yao, Xiang Chen, Jian Yang:
Semi-supervised network traffic classification using deep generative models. ICNC-FSKD 2018: 1282-1288 - 2016
- [j5]Shuangwu Chen, Jian Yang, Yongyi Ran, Enzhong Yang:
Adaptive Layer Switching Algorithm Based on Buffer Underflow Probability for Scalable Video Streaming Over Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. 26(6): 1146-1160 (2016) - [j4]Jian Yang, Yongyi Ran, Shuangwu Chen, Weiping Li, Lajos Hanzo:
Online Source Rate Control for Adaptive Video Streaming Over HSPA and LTE-Style Variable Bit Rate Downlink Channels. IEEE Trans. Veh. Technol. 65(2): 643-657 (2016) - 2015
- [j3]Peng Si, Jian Yang, Shuangwu Chen, Hongsheng Xi:
Smoothness Constraint Based Stochastic Optimization for Wireless Scalable Video Streaming. IEEE Commun. Lett. 19(5): 759-762 (2015) - [j2]Jian Yang, Enzhong Yang, Yongyi Ran, Shuangwu Chen:
SDM^2 Cast An OpenFlow-Based, Software-Defined Scalable Multimedia Multicast Streaming Framework. IEEE Internet Comput. 19(4): 36-44 (2015) - [j1]Peng Si, Jian Yang, Shuangwu Chen, Hongsheng Xi:
Adaptive Massive Access Management for QoS Guarantees in M2M Communications. IEEE Trans. Veh. Technol. 64(7): 3152-3166 (2015) - [c5]Yang Yue, Yongyi Ran, Shuangwu Chen, Bowen Yang, Long Sun, Jian Yang:
Joint Routing and Layer Selecting for Scalable Video Transmission in SDN. GLOBECOM Workshops 2015: 1-6 - 2014
- [c4]Yongyi Ran, Youkang Shi, Enzhong Yang, Shuangwu Chen, Jian Yang:
Dynamic resource allocation for video transcoding with QoS guaranteeing in cloud-based DASH system. GLOBECOM Workshops 2014: 144-149 - [c3]Yongyi Ran, Enzhong Yang, Youkang Shi, Shuangwu Chen, Jian Yang:
A NaaS-enabled framework for service composition in software defined networking environment. GLOBECOM Workshops 2014: 188-193 - [c2]Enzhong Yang, Yongyi Ran, Shuangwu Chen, Jian Yang:
A multicast architecture of SVC streaming over OpenFlow networks. GLOBECOM 2014: 1323-1328 - [c1]Shuangwu Chen, Jian Yang, Enzhong Yang, Hongsheng Xi:
Receiver-driven adaptive layer switching algorithm for scalable video streaming over wireless networks. ICNSC 2014: 221-226
Coauthor Index
[j47] [j46] [j45] [j44] [j43] [j42] [i2] [i1] [j40] [j39] [j38] [j35] [j34] [j33] [j32] [j31] [j29] [c21] [c20] [c19] [c18] [c17] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [c12] [j12] [j11] [j10] [j9] [j8] [j7] [c11] [c10] [j6] [c9] [c8] [c7] [c6] [j5] [j4] [j3] [j2] [j1] [c5] [c4] [c3] [c2] [c1]
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