FlexPS: Flexible Parallelism Control in Parameter Server Architecture. - Yuzhen Huang; Tatiana Jin; Yidi Wu; Zhenkun Cai; Xiao Yan 002; Fan Yang 091; Jinfeng Li; Yuying Guo; James Cheng (Proc. VLDB Endow., 2018)

Tangram: Bridging Immutable and Mutable Abstractions for Distributed Data Analytics. - Yuzhen Huang; Xiao Yan 002; Guanxian Jiang; Tatiana Jin; James Cheng; An Xu; Zhanhao Liu; Shuo Tu (USENIX ATC, 2019)

Improving resource utilization by timely fine-grained scheduling. - Tatiana Jin; Zhenkun Cai; Boyang Li 016; Chengguang Zheng; Guanxian Jiang; James Cheng (EuroSys, 2020)

Seastar: vertex-centric programming for graph neural networks. - Yidi Wu; Kaihao Ma; Zhenkun Cai; Tatiana Jin; Boyang Li 016; Chengguang Zheng; James Cheng; Fan Yu (EuroSys, 2021)

Vertex-Centric Visual Programming for Graph Neural Networks. - Yidi Wu; Yuntao Gui; Tatiana Jin; James Cheng; Xiao Yan 002; Peiqi Yin; Yufei Cai; Bo Tang 016; Fan Yu (SIGMOD Conference, 2021)

Scaling Large Production Clusters with Partitioned Synchronization. - Yihui Feng; Zhi Liu; Yunjian Zhao; Tatiana Jin; Yidi Wu; Yang Zhang; James Cheng; Chao Li; Tao Guan (USENIX ATC, 2021)

Improving Graph Representation Learning by Contrastive Regularization. - Kaili Ma 001; Haochen Yang; Han Yang 002; Tatiana Jin; Pengfei Chen; Yongqiang Chen 002; Barakeel Fanseu Kamhoua; James Cheng (CoRR, 2021)

HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization. - Yuntao Gui; Yidi Wu; Han Yang 002; Tatiana Jin; Boyang Li 016; Qihui Zhou; James Cheng; Fan Yu (SC, 2022)

VSGM: View-Based GPU-Accelerated Subgraph Matching on Large Graphs. - Guanxian Jiang; Qihui Zhou; Tatiana Jin; Boyang Li 016; Yunjian Zhao; Yichao Li; James Cheng (SC, 2022)

Circinus: Fast Redundancy-Reduced Subgraph Matching. - Tatiana Jin; Boyang Li 016; Yichao Li; Qihui Zhou; Qianli Ma 003; Yunjian Zhao; Hongzhi Chen; James Cheng (Proc. ACM Manag. Data, 2023)

Wings: Efficient Online Multiple Graph Pattern Matching. - Guanxian Jiang; Yunjian Zhao; Yichao Li; Zhi Liu; Tatiana Jin; Wanying Zheng; Boyang Li 016; James Cheng (ICDE, 2024)