NetFC: Enabling Accurate Floating-point Arithmetic on Programmable Switches. - Penglai Cui; Heng Pan; Zhenyu Li 001; Jiaoren Wu; Shengzhuo Zhang; Xingwu Yang; Hongtao Guan; Gaogang Xie (ICNP, 2021)

NetANNS: A High-Performance Distributed Search Framework Based On In-Network Computing. - Penghao Zhang; Heng Pan; Zhenyu Li 001; Gaogang Xie; Penglai Cui (ISPA/BDCloud/SocialCom/SustainCom, 2021)

MD-Roofline: A Training Performance Analysis Model for Distributed Deep Learning. - Tianhao Miao; Qinghua Wu 004; Ting Liu; Penglai Cui; Rui Ren; Zhenyu Li 001; Gaogang Xie (ISCC, 2022)

Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training. - Heng Pan; Penglai Cui; Zhenyu Li 001; Ru Jia; Penghao Zhang; Leilei Zhang; Ye Yang; Jiahao Wu; Jianbo Dong; Zheng Cao 003; Qiang Li 045; Hongqiang Harry Liu; et al. (CoRR, 2022)

Enabling In-Network Floating-Point Arithmetic for Efficient Computation Offloading. - Penglai Cui; Heng Pan; Zhenyu Li 001; Penghao Zhang; Tianhao Miao; Jianer Zhou; Hongtao Guan; Gaogang Xie (IEEE Trans. Parallel Distributed Syst., 2022)

NetSHa: In-Network Acceleration of LSH-Based Distributed Search. - Penghao Zhang; Heng Pan; Zhenyu Li 001; Penglai Cui; Ru Jia; Peng He 003; Zhibin Zhang; Gareth Tyson; Gaogang Xie (IEEE Trans. Parallel Distributed Syst., 2022)

Misconfiguration-Free Compositional SDN for Cloud Networks. - Heng Pan; Zhenyu Li 001; Penghao Zhang; Penglai Cui; Kavé Salamatian; Gaogang Xie (IEEE Trans. Dependable Secur. Comput., 2023)

Patronum: In-network Volumetric DDoS Detection and Mitigation with Programmable Switches. - Jiahao Wu; Heng Pan; Penglai Cui; Yiwen Huang; Jianer Zhou; Peng He 003; Yanbiao Li; Zhenyu Li 001; Gaogang Xie (ESORICS (4), 2024)

Zebra: Accelerating Distributed Sparse Deep Training With in-Network Gradient Aggregation for Hot Parameters. - Heng Pan; Penglai Cui; Zhenyu Li 001; Ru Jia; Penghao Zhang; Leilei Zhang; Ye Yang; Jiahao Wu; Mathy Lauren; Gaogang Xie (ICNP, 2024)

VAKY: Scheduling In-network Aggregation for Distributed Deep Training Acceleration. - Penglai Cui; Heng Pan; Jianer Zhou; Qinghua Wu 004; Zhaohua Wang; Zhenyu Li 001 (ICPADS, 2024)