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Zhenkun Cai

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

7

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRMuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy.Haitian Jiang, Renjie Liu, Zengfeng Huang, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf
2025PPoPPAdaptive Parallel Training for Graph Neural Networks.Kaihao Ma, Renjie Liu, Xiao Yan, Zhenkun Cai, Xiang Song, Minjie Wang, Yichao Li, James Cheng
2025SOSPDCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism.Chenyu Jiang, Zhenkun Cai, Ye Tian, Zhen Jia, Yida Wang, Chuan Wu
2024VLDB4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs.Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang
2023KDDDGI: An Easy and Efficient Framework for GNN Model Evaluation.Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
2023PPoPPDSP: Efficient GNN Training with Multiple GPUs.Zhenkun Cai, Qihui Zhou, Xiao Yan, Da Zheng, Xiang Song, Chenguang Zheng, James Cheng, George Karypis
2023SOSPgSampler: General and Efficient GPU-based Graph Sampling for Graph Learning.Ping Gong, Renjie Liu, Zunyao Mao, Zhenkun Cai, Xiao Yan, Cheng Li, Minjie Wang, Zhuozhao Li
2021EuroSysDGCL: an efficient communication library for distributed GNN training.Zhenkun Cai, Xiao Yan, Yidi Wu, Kaihao Ma, James Cheng, Fan Yu
2021EuroSysSeastar: vertex-centric programming for graph neural networks.Yidi Wu, Kaihao Ma, Zhenkun Cai, Tatiana Jin, Boyang Li, Chengguang Zheng, James Cheng, Fan Yu
2020EuroSysImproving resource utilization by timely fine-grained scheduling.Tatiana Jin, Zhenkun Cai, Boyang Li, Chengguang Zheng, Guanxian Jiang, James Cheng
2018ICDEScalable De Novo Genome Assembly Using Pregel.Da Yan, Hongzhi Chen, James Cheng, Zhenkun Cai, Bin Shao