| Self-attentive deep learning method for online traffic classification and its interpretability G Xie, Q Li, Y Jiang Computer Networks 196, 108267, 2021 | 54 | 2021 |
| Mousika: Enable general in-network intelligence in programmable switches by knowledge distillation G Xie, Q Li, Y Dong, G Duan, Y Jiang, J Duan IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1938-1947, 2022 | 41 | 2022 |
| Sam: Self-attention based deep learning method for online traffic classification G Xie, Q Li, Y Jiang, T Dai, G Shen, R Li, R Sinnott, S Xia Proceedings of the Workshop on Network Meets AI & ML, 14-20, 2020 | 31 | 2020 |
| Soter: Deep learning enhanced in-network attack detection based on programmable switches G Xie, Q Li, C Cui, P Zhu, D Zhao, W Shi, Z Qi, Y Jiang, X Xiao 2022 41st International Symposium on Reliable Distributed Systems (SRDS …, 2022 | 8 | 2022 |
| Empowering in-network classification in programmable switches by binary decision tree and knowledge distillation G Xie, Q Li, G Duan, J Lin, Y Dong, Y Jiang, D Zhao, Y Yang IEEE/ACM Transactions on Networking 32 (1), 382-395, 2023 | 3 | 2023 |
| Pontus: Finding waves in data streams Z Zhang, Q Li, G Duan, D Zhao, J Xiao, G Xie, Y Jiang Proceedings of the ACM on Management of Data 1 (1), 1-26, 2023 | 3 | 2023 |
| Efficient Flow Recording with InheritSketch on Programmable Switches G Xie, Q Li, G Duan, Y Jiang, Z Qi, S Liu, Q Wang 2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023 | 1 | 2023 |
| DNSGuard: In-network Defense against DNS Attacks G Duan, Q Li, Z Zhang, D Zhao, G Xie, Y Yang, Z Yuan, Y Jiang, M Xu IEEE Transactions on Dependable and Secure Computing, 2024 | | 2024 |
| Intelligent In-Network Attack Detection on Programmable Switches with Soterv2 G Xie, Q Li, C Cui, R Li, L Ma, Z Qi, Y Jiang IEEE Transactions on Dependable and Secure Computing, 2024 | | 2024 |
| DeviceRadar: Online IoT Device Fingerprinting in ISPs Using Programmable Switches R Li, Q Li, T Lin, Q Zou, D Zhao, Y Huang, G Tyson, G Xie, Y Jiang IEEE/ACM Transactions on Networking, 2024 | | 2024 |
| Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search G Xie, Q Li, Z Shi, H Fang, S Ji, Y Jiang, Z Yuan, L Ma, M Xu IEEE Transactions on Computers, 2023 | | 2023 |
| In-Forest: Distributed In-Network Classification with Ensemble Models J Lin, Q Li, G Xie, Y Jiang, Z Yuan, C Jiang, Y Yang 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-12, 2023 | | 2023 |
| Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification G Xie, Q Li, J Lin, G Antichi, D Zhao, Z Yuan, R Li, Y Jiang 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-11, 2023 | | 2023 |
| Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices G Xie, Q Li, H Yan, D Zhao, G Antichi, Y Jiang 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-12, 2023 | | 2023 |
