Shuangwu Chen,Siyang Chen,Yuxing Wei,Dong Jin,Xiaobin Tan,Xiaofeng Jiang,Jian Yang, "RLpatch: A Robust Low-overhead Website Fingerprinting Defense Method Based on Reinforcement Learning Within Sensitive Regions", in IEEE Transactions on Network and Service Management, DOI: 10.1109/TNSM.2025.3602964, 2025.

Yang, Jian; Wang, Zian; Chen, Shuangwu*; He, Huasen; Hou, Yunpeng; Jiang, Xiaofeng, “HG-PAD: Heterogeneous Graph Structure Learning Aided Performance Anomaly Diagnosis in Microservice Systems”, in Transactions on Services Computing, DOI: 10.1109/TSC.2025.3603218, 2025.

Q. Bai， S. Chen, et al., "Robust Cross-Chamber One-Class Fault Detection in Semiconductor Manufacturing," in IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 14867-14879, 2025.

Y. Wan, Y. Hou, H. He, S. Chen, X. Jiang and J. Yang,  "Cooperative Caching based on Popularity-aware Block Partitioning in Space-Ground Integrated Networks", in IEEE Transactions on Communications, DOI:10.1109/TCOMM.2025.3592597, 2025.

Guangyuan Wei,Yunpeng Hou,Shuangwu Chen,Jian Yang,Huasen He,Feng Wu, "Potential Field-Based and Network State-Aware Anycast Routing for LEO Satellite Networks",  in IEEE Transactions on Communications, 2025.

Yu Guo，S. Chen, et al., SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs，Findings， ACL 2025.

Fengrui Xiao, Shuangwu Chen*, Jian Yang, Jiahao Mei, Quan Zheng, Jian Wang, MEMO: Detecting Unknown Malicious Encrypted Trafficvia Metric Learning and Order-aware Pre-training，20th EAl International Conference onSecurity and Privacy in Communication Networks, 2024.（Best Paper Award）

X. Liu, J. Yang, S. Chen, H. He and X. Jiang, "PRFL: Achieving Efficient Robust Aggregation in Privacy-Preserving Federated Learning," in IEEE Transactions on Network and Service Management, vol. 22, no. 2, pp. 2138-2155, April 2025.

S. Chen, J. Li, Q. Yuan, H. He, S. Li and J. Yang, "Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning," in IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 12, pp. 2331-2346, Dec. 2024.

F. Xiao, S. Chen, S. Chen, Y. Ma, H. He and J. Yang, "SENTINEL: Insider Threat Detection Based on Multi-Timescale User Behavior Interaction Graph Learning," in IEEE Transactions on Network Science and Engineering, vol. 12, no. 2, pp. 774-790, March-April 2025.

Xiaobin Tan, Chuang Peng , Peng Xie, Hao Wang, Mengxiang Li, Shuangwu Chen*, and Cliff Zou，Inter-Flow Spatio-Temporal Correlation Analysis Based Website Fingerprinting Using Graph Neural Network，IEEE Transactions on Information Forensics and Security, vol. 19, pp. 7619-7632, 2024.

F. Xiao, S. Chen*, Yang J, et al. GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction. Computers & Security, 2025, 148: 104180.

S. Chen, S. Chen*, H. He, X. Jiang, J. Yang and S. Cheng, "Causality Correlation and Context Learning Aided Robust Lightweight Multi-Tab Website Fingerprinting Over Encrypted Tunnel," IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, 2024, pp. 761-770.

S. Chen et al., "Graph Neural Network Aided Deep Reinforcement Learning for Microservice Deployment in Cooperative Edge Computing," in IEEE Transactions on Services Computing, vol. 17, no. 6, pp. 3742-3757, Nov.-Dec. 2024.

S. Cheng, D. Jin, Y. Ma, S. Chen*, H. He and J. Yang, "LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network," in IEEE Transactions on Network Science and Engineering, vol. 11, no. 5, pp. 4059-4075, Sept.-Oct. 2024

H. He, W. Yuan, Y. Hou*, S. Chen, X. Jiang, R. Zhu, and Jian Yang, Onboard processing aided transmission delay minimization for LEO satellite networks, IEEE Transactions on Communications, vol. 72, no. 11, pp. 7047-7062, Nov. 2024.

J. Li, H. He, S. Chen*, D. Jin, and Jian Yang, LogGraph: Log event graph learning aided robust fine-grained anomaly diagnosis, IEEE Transactions on Dependable and Secure Computing, vol. 21, no. 4, pp. 1876-1889, July-Aug. 2024.

Yongyi Ran, Yajie Ding, Shuangwu Chen, Jjizhao Lei and Jiangtao Luo, "Fully-Distributed Dynamic Packet Routing for LEO Satellite Networks: A GNN-Enhanced Multi-Agent Reinforcement Learning Approach," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2024.3499933. 2024.

X. Jiang, Q. Shi, H. Miao, W. Cao, H. He*, S. Chen, and Jian Yang, Credible link flooding attack detection and mitigation: a blockchain-based approach, IEEE Transactions on Network and Service Management, vol. 21, no. 3, pp. 3537-3554, Jun. 2024.

Yongyi Ran, Feng Tan, Shuangwu Chen*, Jizhao Lei and Jiangtao Luo, "Towards Beam Hopping and Power Allocation in Multi-Beam Satellite Systems With Parameterized Reinforcement Learning," in IEEE Transactions on Vehicular Technology, vol. 73, no. 9, pp. 14050-14055, Sept. 2024.

H. He, W. Yuan, S. Chen*, X. Jiang, F. Yang, and Jian Yang, Deep reinforcement learning based distributed 3D UAV trajectory design, IEEE Transactions on Communications, vol. 72, no. 6, pp. 3736-3751, Jun. 2024.

Y. Hou, H. He*, X. Jiang, S. Chen, F. Yang, and Jian Yang, Deep reinforcement learning aided loss-tolerant congestion control for 6LoWPAN networks, IEEE Internet of Things, vol. 10, no. 21, pp. 19125-19140, Nov. 2023.

X. Tan, S. Wang, X. Xu, Q. Zheng*, Jian Yang, and S. Chen, DACOD360: Deadline-aware content delivery for 360-dgree video streaming over MEC networks, IEEE Transactions on Multimedia, vol. 26, pp. 4168-4182, Oct. 2023.

H. He, Y. Hou, Jian Yang, X.Jiang, S. Chen, and H. Lajos*, Towards reliable space-ground integrated networks: from system-level design to implementation, IEEE Network, vol. 37, no. 5, pp. 154-161, Sept. 2023.

H. He, C. Qin, S. Chen, X. Jiang, Jian Yang, and H. Lajos*, Sparse bandit learning based location management for space-ground integrated networks, IEEE Transactions on Vehicular Technology, vol. 72, no. 8, pp. 10314-10329, Aug. 2023.

Jian Yang, Q. Yuan, S. Chen*, H. He, X. Jiang, and X. Tan, Cooperative task offloading for mobile edge computing based on multi-agent deep reinforcement learning, IEEE Transactions on Network and Service Management, vol. 20, no. 3, pp. 3205-3219, Sept. 2023.

S. Chen, D. Jin, H. He*, F. Yang, and Jian Yang, Deep learning based online non-destructive defect detection for self-piercing riveted joints in automotive body manufacturing, IEEE Transactions on Industrial Informatics, vol. 19, no. 8, Aug. 2023.

X. Jiang, X. Wang, Jian Yang*, and S. Chen, Faster TKD: Towards lightweight decomposition for large-scale tensors with randomized block sampling, IEEE Transactions on Knowledge Data Engineering, vol.  35, no. 8, ppp. 7966-7979, Aug. 2023.

Jian Yang, X. Liu, X. Jiang*, Y. Zhang, S. Chen, and H. He, Toward trusted unmanned aerial vehicle swarm networks: a blockchain-based approach, IEEE Vehicular Technology Magazine, vol. 18, no. 2, pp. 98-108, June 2023.

S. Fekri, K. Saleem, S. Chen*, F. Yang, and Jian Yang, vTopology: Virtual MAC address aided network slicing in multi-tenant data center, IEEE Network, vol. 37, no. 2, pp. 214-221, Mar. 2023.

D. Jin, S. Chen*, X. Jiang, S. Cheng, and Jian Yang, Federated incremental learning based evolvable intrusion detection system for zero-day attacks, IEEE Network, vol. 37, no. 1, pp. 125-132,  Feb. 2023.

Jian Yang, Q. Zhang, X. Jiang*, S. Chen, and F. Yang, POIROT: Causal correlation aided semantic analysis for advanced persistent threat detection,  IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 5, pp. 3546-3563, Sept. 2022.

Y. Huang, X. Jiang*, S. Chen, F. Yang, and Jian Yang,  Pheromone incentivized intelligent multipath traffic scheduling approach for LEO satellite networks, IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 5889-5902, Aug. 2022.

Jian Yang, K. Sun, H. He*, X. Jiang, S. Chen, Dynamic virtual topology aided networking and routing for aeronautical ad-hoc networks, IEEE Transactions on Communications, vol. 70, no. 7, pp. 4702-4716, Jul. 2022.

Jian Yang, X. Chen, S. Chen*, X. Jiang, and X. Tan, Conditional variational auto-encoder and extreme value theory aided two-stage learning approach for intelligent fine-grained known/unknown intrusion detection, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3538-3553, 2021.

X. Jiang, F. Zhou, Jian Yang*, S. Chen, and H. He, Jamming resilient tracking using POMDP-based detection of hidden targets, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 983-998,  2021.

S. Chen, Z. Yao, X. Jiang, Jian Yang, and L. Hanzo*, Multi-agent deep reinforcement learning based cooperative edge caching for ultra-dense next generation networks, IEEE Transactions on Communications, vol. 69, no. 4, pp. 2441-2456, Apr. 2021.

X. Jiang, S. Chen, Jian Yang*, H. Hu, and Z. Zhang, Finding the equilibrium for continuous constrained Markov Games under the Average Criteria, IEEE Transactions on Automatic Control, vol. 65, no. 12, pp. 5399-5406, Dec. 2020.

S. Chen, B. Yang, Jian Yang, and L. Hanzo*, Dynamic resource allocation for scalable video multirate multicast over wireless networks, IEEE Transactions on Vehicular Technology, vol. 69, no. 9, pp. 10227-10241, Sept. 2020.

Jian Yang, D. Li, X. Jiang, S. Chen, and L. Hanzo*, Enhancing the resilience of low earth orbit remote sensing satellite networks, IEEE Network, vol. 34, no. 4, pp. 304-311, July 2020.

D. Li, Q. Yuan, T. Li, S. Chen*, and Jian Yang, Cross-domain network traffic classification using unsupervised domain adaptation, The 34th International Conference on Information Networking (ICOIN), Jan. 2020. (Best paper award)

Jian Yang, J. Xie, S. Chen, Z. Wang, H. Han, and L. Hanzo*, Proportional-fair multi-user scalable layered wireless video streaming powered by energy harvesting, IEEE Transactions on Vehicular Technology, vol. 69, no. 4, pp. 4460-4471, Apr. 2020.

S. Chen, X. Chen, Z. Yao, Jian Yang*, Y. Li, and F. Wu, Evolving switch architecture toward accommodating in-network intelligence, IEEE Communications Magazine. vol. 58, no. 1, pp. 33-39, Jan. 2020.

Jian Yang, B. Yang, S. Chen, Y. Zhang, Y. Zhang, and L. Hanzo*, Dynamic resource allocation for streaming scalable video in SDN aided dense small-cell networks, IEEE Transactions on Communications, vol. 63, no. 3, pp. 2114-2129, Mar. 2019.

S. Chen, Jian Yang*,  Y. Ran, and E. Yang, Adaptive layer switching algorithm based on buffer underflow probability for scalable video streaming over wireless networks, IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 6, pp. 1146-1160, Jun. 2016.

Jian Yang,  Y. Ran, S. Chen, W. Li and L. Hanzo*, Online source rate control for adaptive video streaming over HSPA and LTE-style variable bit rate downlink channels, IEEE Transactions on Vehicular Technology,  vol. 65, no. 2,  pp. 643-657, Feb. 2016.

Jian Yang*, E. Yang, Y. Ran, and S. Chen, SDM2Cast: OpenFlow based software-defined scalable multimedia multicast streaming framework, IEEE Internet Computing, vol. 19. pp. 36-44, Jul. 2015.

P. Si, Jian Yang*, S. Chen, and H. Xi, Adaptive massive access management for QoS Guarantees in M2M communications, IEEE Transactions on Vehicular Technology, vol. 64, no. 7, pp. 3152-3166, Jul. 2015.

P. Si, Jian Yang*, S .Chen, and H. Xi, Smoothness constraint based stochastic optimization for wireless scalable video streaming, IEEE Communications Letters, vol. 19, no. 5, pp. 759-762, Mar. 2015.