BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training. - Songtao Wang; Dan Li 001; Yang Cheng; Jinkun Geng; Yanshu Wang; Shuai Wang 028; Shu-Tao Xia; Jianping Wu (NeurIPS, 2018)

HiPS: Hierarchical Parameter Synchronization in Large-Scale Distributed Machine Learning. - Jinkun Geng; Dan Li 001; Yang Cheng; Shuai Wang 028; Junfeng Li (NetAI@SIGCOMM, 2018)

Accelerating Distributed Machine Learning by Smart Parameter Server. - Jinkun Geng; Dan Li 001; Shuai Wang 028 (APNet, 2019)

Horizontal or Vertical?: A Hybrid Approach to Large-Scale Distributed Machine Learning. - Jinkun Geng; Dan Li 001; Shuai Wang 028 (ScienceCloud@HPDC, 2019)

ElasticPipe: An Efficient and Dynamic Model-Parallel Solution to DNN Training. - Jinkun Geng; Dan Li 001; Shuai Wang 028 (ScienceCloud@HPDC, 2019)

Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization. - Jinkun Geng; Dan Li 001; Shuai Wang 028 (ICDE, 2019)

Impact of Network Topology on the Performance of DML: Theoretical Analysis and Practical Factors. - Shuai Wang 028; Dan Li 001; Jinkun Geng; Yue Gu; Yang Cheng (INFOCOM, 2019)

HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing. - Runhua Zhang 002; Yang Cheng; Jinkun Geng; Shuai Wang 028; Kaihui Gao; Guowei Shen (NPC, 2019)

CEFS: compute-efficient flow scheduling for iterative synchronous applications. - Shuai Wang 028; Dan Li 001; Jiansong Zhang 001; Wei Lin 016 (CoNEXT, 2020)

Fela: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DML. - Jinkun Geng; Dan Li 001; Shuai Wang 028 (ICDE, 2020)

Geryon: Accelerating Distributed CNN Training by Network-Level Flow Scheduling. - Shuai Wang 028; Dan Li 001; Jinkun Geng (INFOCOM, 2020)

Improving Positive Unlabeled Learning: Practical AUL Estimation and New Training Method for Extremely Imbalanced Data Sets. - Liwei Jiang; Dan Li 001; Qisheng Wang; Shuai Wang 028; Songtao Wang (CoRR, 2020)

A Scalable, High-Performance, and Fault-Tolerant Network Architecture for Distributed Machine Learning. - Songtao Wang; Dan Li 001; Yang Cheng; Jinkun Geng; Yanshu Wang; Shuai Wang 028; Shutao Xia; Jianping Wu (IEEE/ACM Trans. Netw., 2020)

Bandwidth-efficient Microburst Measurement in Large-scale Datacenter Networks. - Kaihui Gao; Dan Li 001; Shuai Wang 028 (APNet, 2022)

Buffer-based End-to-end Request Event Monitoring in the Cloud. - Kaihui Gao; Chen Sun 005; Shuai Wang 028; Dan Li 001; Yu Zhou 008; Hongqiang Harry Liu; Lingjun Zhu; Ming Zhang 005 (NSDI, 2022)

Predictable vFabric on informative data plane. - Shuai Wang 028; Kaihui Gao; Kun Qian; Dan Li 001; Rui Miao 001; Bo Li 061; Yu Zhou 008; Ennan Zhai; Chen Sun 005; Jiaqi Gao; Dai Zhang; Binzhang Fu; et al. (SIGCOMM, 2022)

Impact of Synchronization Topology on DML Performance: Both Logical Topology and Physical Topology. - Shuai Wang 028; Jinkun Geng; Dan Li 001 (IEEE/ACM Trans. Netw., 2022)

sRDMA: A General and Low-Overhead Scheduler for RDMA. - Xizheng Wang; Shuai Wang 028; Dan Li 001 (APNet, 2023)

Impact of International Submarine Cable on Internet Routing. - Honglin Ye; Shuai Wang 028; Dan Li 001 (INFOCOM, 2023)

Poster: Q-Scanner: A Fast Scanning Tool for Large-Scale SSL/TLS Configurations Measurement. - Rui Yan; Shuai Wang 028; Dan Li 001 (SIGCOMM, 2023)

Buffer-Based High-Coverage and Low-Overhead Request Event Monitoring in the Cloud. - Kaihui Gao; Chen Sun 005; Shuai Wang 028; Dan Li 001; Yu Zhou 008; Hongqiang Harry Liu; Lingjun Zhu; Ming Zhang 005; Xiang Deng; Cheng Zhou; Lu Lu 016 (IEEE/ACM Trans. Netw., 2023)

Dependable Virtualized Fabric on Programmable Data Plane. - Kaihui Gao; Shuai Wang 028; Kun Qian; Dan Li 001; Rui Miao 001; Bo Li 061; Yu Zhou 008; Ennan Zhai; Chen Sun 005; Jiaqi Gao; Dai Zhang; Binzhang Fu; et al. (IEEE/ACM Trans. Netw., 2023)

Robust or Risky: Measurement and Analysis of Domain Resolution Dependency. - Shuhan Zhang; Shuai Wang 028; Dan Li 001 (INFOCOM, 2024)

Revisiting the Time Cost Model of AllReduce. - Dian Xiong; Li Chen 008; Youhe Jiang; Dan Li 001; Shuai Wang 028; Songtao Wang (CoRR, 2024)

A Large-Scale IPv6-Based Measurement of the Starlink Network. - Bingsen Wang; Xiaohui Zhang; Shuai Wang 028; Li Chen 008; Jinwei Zhao; Jianping Pan 001; Dan Li 001; Yong Jiang 001 (CoRR, 2024)

SAIP: Accurate Detection of Anycast Servers with the Rise of Regional Anycast. - Ke Zhou; Shuai Wang 028; Li Chen 008; Dan Li 001; Shuhan Zhang (INFOCOM, 2025)