| 2026 | AAAI | GRIP: Latent Field-Guided Graph Policy for Budget-Constrained Multi-Agent Routing. | Yujiao Hu, Zuyu Chen, Mengjie Lee, Jinchao Chen, Meng Shen, Hailun Zhang, Wei Li, Yan Pan |
| 2026 | AAAI | Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling. | Aihua Zhu, Rui Su, Qinglin Zhao, Li Feng, Meng Shen, Shibo He |
| 2026 | NDSS | Constructive Noise Defeats Adversarial Noise: Adversarial Example Detection for Commercial DNN Services. | Meng Shen, Jiangyuan Bi, Hao Yu, Zhenming Bai, Wei Wang, Liehuang Zhu |
| 2026 | WWW | Forge: A Robust Multi-tab Website Fingerprinting Attack via Blind Source Separation. | Yitan Huang, Wei Qiao, Ding Wang, Meng Shen, Di Zhao, Linxu Li, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu |
| 2026 | WWW | GIANT: Structure-Agnostic Practical Adversarial Attacks for Graph-based Network Intrusion Detection Systems. | Jianjin Zhao, Dongqi Han, Chao Ma, Qi Li, Zhiwei Cui, Hongliang Zhu, Hua Zhang, Mingshu He, Yijun Lu, Jiong Dong, Yuyin Ma, Meng Shen |
| 2025 | CCS | Swallow: A Transfer-Robust Website Fingerprinting Attack via Consistent Feature Learning. | Meng Shen, Jinhe Wu, Junyu Ai, Qi Li, Chenchen Ren, Ke Xu, Liehuang Zhu |
| 2025 | ICRA | Dynamic Compact Consensus Tracking for Aerial Robots. | Xiaolou Sun, Zhibin Quan, Feng Zhang, Yuntian Li, Chunyan Wang, Wufei Si, Wenhui Ni, Runwei Guan, Yuan Wu, Meng Shen, Yongming Huang |
| 2025 | KSEM | Label Inference Attacks Against Federated Unlearning. | Wei Wang, Xiangyun Tang, Yajie Wang, Yijing Lin, Tao Zhang, Meng Shen, Dusit Niyato, Liehuang Zhu |
| 2025 | NDSS | DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy Learning. | Hao Yu, Chuan Ma, Xinhang Wan, Jun Wang, Tao Xiang, Meng Shen, Xinwang Liu |
| 2024 | AAAI | MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. | Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai |
| 2024 | CCS | Detecting Tunneled Flooding Traffic via Deep Semantic Analysis of Packet Length Patterns. | Chuanpu Fu, Qi Li, Meng Shen, Ke Xu |
| 2024 | ICA3PP | Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis. | Yukai Liu, Jizhe Jia, Jinhe Wu, Junyu Ai, Meng Shen, Liehuang Zhu |
| 2024 | ICA3PP | Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation. | Peng Yin, Jizhe Jia, Jing Wang, Yukai Liu, Meng Shen, Liehuang Zhu |
| 2024 | ICASSP | Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. | Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan |
| 2024 | ICIP | Domain Dilation for Single Domain Generalization. | Yuehui Fan, Baoyao Yang, Meng Shen, Fei Lyu |
| 2024 | ICPADS | Towards Lightweight User Identification of Anonymous Cryptocurrency Wallet via Encrypted Traffic Correlation. | Xiangdong Kong, Jizhe Jia, Jinhe Wu, Meng Shen, Liehuang Zhu |
| 2024 | IJCNN | Confidence-guided Source Label Refinement and Class-aware Pseudo-Label Thresholding for Domain-Adaptive Semantic Segmentation. | Hongwei Chu, Meng Shen, Jiawen Peng, Andy J. Ma |
| 2024 | IROS | CLAT: Convolutional Local Attention Tracker for Real-time UAV Target Tracking System with Feedback Information. | Xiaolou Sun, Zhibin Quan, Wei Wang, Wufei Si, Chunyan Wang, Yuntian Li, Yuan Wu, Meng Shen |
| 2024 | IWQoS | Rethinking and Optimizing Workload Redistribution in Large-scale Internet Data Centers. | Yi Zhao, Liang Lv, Yusen Li, Meng Shen, Liehuang Zhu, Ke Xu |
| 2024 | SP | Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization. | Meng Shen, Kexin Ji, Jinhe Wu, Qi Li, Xiangdong Kong, Ke Xu, Liehuang Zhu |
| 2023 | ACL | UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. | Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng |
| 2022 | ICDCS | Stealthy Clustering of Ethereum Transactions Using Time Leakage from Fixed Nodes. | Congcong Yu, Chengpu Jiang, Chen Yang, Meng Shen, Liehuang Zhu, Zheng Che |
| 2022 | INFOCOM | Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning. | Hanbiao Du, Meng Shen, Rungeng Sun, Jizhe Jia, Liehuang Zhu, Yanlong Zhai |
| 2022 | TrustCom | Optimal Block Propagation and Incentive Mechanism for Blockchain Networks in 6G. | Jinbo Wen, Xiaojun Liu, Zehui Xiong, Meng Shen, Siming Wang, Yutao Jiao, Jiawen Kang, He Li |
| 2022 | UIC | FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. | Xingtong Liu, Meng Shen, Laizhong Cui, Ke Ye, Jizhe Jia, Guangchun Yue |
| 2021 | AAAI | Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction. | Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu, Meng Shen |
| 2021 | CCS | Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis. | Chuanpu Fu, Qi Li, Meng Shen, Ke Xu |
| 2021 | ICNP | R-AQM: Reverse ACK Active Queue Management in Multi-tenant Data Centers. | Xinle Du, Tong Li, Lei Xu, Kai Zheng, Meng Shen, Bo Wu, Ke Xu |
| 2021 | IWQoS | Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning. | Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu |
| 2021 | IWQoS | Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs. | Meng Shen, Minghui Wang, Ke Xu, Liehuang Zhu |
| 2020 | INFOCOM | Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering. | Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, Zhichao Liu |
| 2020 | IWQoS | DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning. | Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu, Xiaojiang Du |
| 2020 | IWQoS | I Know If the Journey Changes: Flexible Source and Path Validation. | Fan Yang, Ke Xu, Qi Li, Rongxing Lu, Bo Wu, Tong Zhang, Yi Zhao, Meng Shen |
| 2019 | GLOBECOM | Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. | Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du |
| 2019 | GLOBECOM | Machine Learning Classification on Traffic of Secondary Encryption. | Meng Shen, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu |
| 2019 | IWQoS | Encrypted traffic classification of decentralized applications on ethereum using feature fusion. | Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, Yiting Liu |
| 2018 | IWQoS | Enabling Efficient Source and Path Verification via Probabilistic Packet Marking. | Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang |
| 2018 | SIGCOMM | A measurement study on multi-path TCP with multiple cellular carriers on high speed rails. | Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi |
| 2016 | ICCCN | Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks. | Meng Shen, Liehuang Zhu, Mingwei Wei, Qiongyu Zhang, Mingzhong Wang, Fan Li |
| 2016 | ICDCS | Measurement, Modeling, and Analysis of TCP in High-Speed Mobility Scenarios. | Qingfang Liu, Ke Xu, Haiyang Wang, Meng Shen, Li Li, Qingyang Xiao |
| 2016 | IWQoS | Certificate-aware encrypted traffic classification using Second-Order Markov Chain. | Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang, Fuliang Li |
| 2015 | HPCC | Availability-Aware Virtual Network Embedding for Multi-tier Applications in Cloud Networks. | Meng Shen, Ke Xu, Fuliang Li, Fan Li, Liehuang Zhu, Lei Guan |
| 2015 | ICPP | Elastic and Efficient Virtual Network Provisioning for Cloud-Based Multi-tier Applications. | Meng Shen, Ke Xu, Fan Li, Kun Yang, Liehuang Zhu, Lei Guan |
| 2015 | IPCCC | Self-adaptive anonymous communication scheme under SDN architecture. | Tingting Zeng, Meng Shen, Mingzhong Wang, Liehuang Zhu, Fan Li |
| 2015 | IPCCC | Towards shorter task completion time in datacenter networks. | Yuchao Zhang, Ke Xu, Haiyang Wang, Meng Shen |
| 2015 | IPCCC | Latency-aware routing with bandwidth assignment for Software Defined Networks. | Qiongyu Zhang, Liehuang Zhu, Meng Shen, Mingzhong Wang, Fan Li |
| 2014 | IPCCC | Achieving bandwidth guarantees in multi-tenant cloud networks using a dual-hose model. | Meng Shen, Lixin Gao, Ke Xu, Liehuang Zhu |
| 2014 | IPCCC | Online combinatorial double auction for mobile cloud computing markets. | Ke Xu, Yuchao Zhang, Xuelin Shi, Haiyang Wang, Yong Wang, Meng Shen |
| 2014 | IWQoS | Towards efficient virtual network embedding across multiple network domains. | Meng Shen, Ke Xu, Kun Yang, Hsiao-Hwa Chen |
| 2012 | Networking | Routing On Demand: Toward the Energy-Aware Traffic Engineering with OSPF. | Meng Shen, Hongying Liu, Ke Xu, Ning Wang, Yifeng Zhong |
| 2011 | ICDCS | One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF. | Ke Xu, Hongying Liu, Jiangchuan Liu, Meng Shen |
| 2011 | INFOCOM | A model approach to estimate Peer-to-Peer traffic matrices. | Ke Xu, Meng Shen, Mingjiang Ye |