SAM: Self-Attention based Deep Learning Method for Online Traffic Classification. - Guorui Xie; Qing Li 006; Yong Jiang 001; Tao Dai 001; Gengbiao Shen; Rui Li 042; Richard O. Sinnott; Shutao Xia (NetAI@SIGCOMM, 2020)

Self-attentive deep learning method for online traffic classification and its interpretability. - Guorui Xie; Qing Li 006; Yong Jiang 001 (Comput. Networks, 2021)

Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation. - Guorui Xie; Qing Li 006; Yutao Dong; Guanglin Duan; Yong Jiang 001; Jingpu Duan (INFOCOM, 2022)

Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches. - Guorui Xie; Qing Li 006; Chupeng Cui; Peican Zhu; Dan Zhao 003; Wanxin Shi; Zhuyun Qi; Yong Jiang 001; Xi Xiao (SRDS, 2022)

Efficient Flow Recording with InheritSketch on Programmable Switches. - Guorui Xie; Qing Li 006; Guanglin Duan; Yong Jiang 001; Zhuyun Qi; Shuo Liu; Qiaoling Wang (ICDCS, 2023)

In-Forest: Distributed In-Network Classification with Ensemble Models. - Jiaye Lin; Qing Li 006; Guorui Xie; Yong Jiang 001; Zhenhui Yuan; Changlin Jiang; Yuan Yang 001 (ICNP, 2023)

Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices. - Guorui Xie; Qing Li 006; Haolin Yan; Dan Zhao 003; Gianni Antichi; Yong Jiang 001 (ICNP, 2023)

Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification. - Guorui Xie; Qing Li 006; Jiaye Lin; Gianni Antichi; Dan Zhao 003; Zhenhui Yuan; Ruoyu Li 003; Yong Jiang 001 (ICNP, 2023)

Pontus: Finding Waves in Data Streams. - Zhengxin Zhang; Qing Li 006; Guanglin Duan; Dan Zhao 003; Jingyu Xiao; Guorui Xie; Yong Jiang 001 (Proc. ACM Manag. Data, 2023)

Proteus: A Difficulty-Aware Deep Learning Framework for Real-Time Malicious Traffic Detection. - Chupeng Cui; Qing Li 006; Guorui Xie; Ruoyu Li 003; Dan Zhao 003; Zhenhui Yuan; Yong Jiang 001 (ICNP, 2024)

Linc: Enabling Low-Resource in-Network Classification and Incremental Model Update. - Haolin Yan; Qing Li 006; Guorui Xie; Gareth Tyson; Yong Jiang 001 (ICNP, 2024)

Mitigating Sample Selection Bias with Robust Domain Adaption in Multimedia Recommendation. - Jiaye Lin; Qing Li 006; Guorui Xie; Zhongxu Guan; Yong Jiang 001; Ting Xu; Zhong Zhang; Peilin Zhao (ACM Multimedia, 2024)

Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search. - Guorui Xie; Qing Li 006; Zhenning Shi; Hanbin Fang; Shengpeng Ji; Yong Jiang 001; Zhenhui Yuan; Lianbo Ma; Mingwei Xu (IEEE Trans. Computers, 2024)

Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation. - Guorui Xie; Qing Li 006; Guanglin Duan; Jiaye Lin; Yutao Dong; Yong Jiang 001; Dan Zhao 003; Yuan Yang 001 (IEEE/ACM Trans. Netw., 2024)

DeviceRadar: Online IoT Device Fingerprinting in ISPs Using Programmable Switches. - Ruoyu Li 003; Qing Li 006; Tao Lin; Qingsong Zou; Dan Zhao 003; Yucheng Huang; Gareth Tyson; Guorui Xie; Yong Jiang 001 (IEEE/ACM Trans. Netw., 2024)

Minos : A Lightweight and Dynamic Defense against Traffic Analysis in Programmable Data Planes. - Zihao Wang; Qing Li 006; Guorui Xie; Dan Zhao 003; Kejun Li; Zhuochen Fan; Lianbo Ma; Yong Jiang 001 (USENIX ATC, 2025)

Helios: Learning and Adaptation of Matching Rules for Continual In-Network Malicious Traffic Detection. - Zhenning Shi; Dan Zhao 003; Yijia Zhu; Guorui Xie; Qing Li 006; Yong Jiang 001 (WWW, 2025)

DNSGuard: In-Network Defense Against DNS Attacks. - Guanglin Duan; Qing Li 006; Zhengxin Zhang; Dan Zhao 003; Guorui Xie; Yuan Yang 001; Zhenhui Yuan; Yong Jiang 001; Mingwei Xu (IEEE Trans. Dependable Secur. Comput., 2025)

Intelligent In-Network Attack Detection on Programmable Switches With Soterv2. - Guorui Xie; Qing Li 006; Chupeng Cui; Ruoyu Li 003; Lianbo Ma; Zhuyun Qi; Yong Jiang 001 (IEEE Trans. Dependable Secur. Comput., 2025)