Qiange Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Subgraph Matching

Comprehensive Evaluation

Data Management

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

APWeb/WAIM Workshops

Publications

Hao Yuan, Yajiong Liu, Yanfeng Zhang, Xin Ai, Qiange Wang, Chaoyi Chen, Yu Gu, Ge Yu
Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective. Proc. VLDB Endow. 17 (6) (2024)
Wei Zhang, Cheng Chen, Qiange Wang, Wei Wang, Shijiao Yang, Bingyu Zhou, Huiming Zhu, Chao Chen, Yongjun Zhao, Yingqian Hu, Miaomiao Cheng, Meng Li, Hongfei Tan, Mengjin Liu, Hexiang Lin, Shuai Zhang, Lei Zhang
BG3: A Cost Effective and I/O Efficient Graph Database in Bytedance. SIGMOD Conference Companion (2024)
Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, Ge Yu
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments. Proc. VLDB Endow. 17 (8) (2024)
Xin Ai, Qiange Wang, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Yu Gu, Ge Yu
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments. CoRR (2023)
Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading). CoRR (2023)
Chaoyi Chen, Dechao Gao, Yanfeng Zhang, Qiange Wang, Zhenbo Fu, Xuecang Zhang, Junhua Zhu, Yu Gu, Ge Yu
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams. CoRR (2023)
Hao Yuan, Yajiong Liu, Yanfeng Zhang, Xin Ai, Qiange Wang, Chaoyi Chen, Yu Gu, Ge Yu
Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective. CoRR (2023)
Chaoyi Chen, Dechao Gao, Yanfeng Zhang, Qiange Wang, Zhenbo Fu, Xuecang Zhang, Junhua Zhu, Yu Gu, Ge Yu
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams. Proc. VLDB Endow. 17 (3) (2023)
Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs. Proc. ACM Manag. Data 1 (4) (2023)
Qiange Wang, Xin Ai, Yanfeng Zhang, Jing Chen, Ge Yu
HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management. ICDE (2023)
Feng Yao, Qian Tao, Wenyuan Yu, Yanfeng Zhang, Shufeng Gong, Qiange Wang, Ge Yu, Jingren Zhou
RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing. Proc. VLDB Endow. 17 (3) (2023)
Qiange Wang, Yanfeng Zhang, Hao Wang, Chaoyi Chen, Xiaodong Zhang, Ge Yu
NeutronStar: Distributed GNN Training with Hybrid Dependency Management. SIGMOD Conference (2022)
Qiange Wang, Xin Ai, Yanfeng Zhang, Jing Chen, Ge Yu
HyTGraph: GPU-Accelerated Graph Processing with Hybrid Transfer Management. CoRR (2022)
Jing Chen, Qiange Wang, Yu Gu, Chuanwen Li, Ge Yu
Unified-memory-based hybrid processing for partition-oriented subgraph matching on GPU. World Wide Web 25 (3) (2022)
Jing Chen, Yu Gu, Qiange Wang, Chuanwen Li, Ge Yu
Partition-Oriented Subgraph Matching on GPU. APWeb/WAIM (1) (2020)
Yanfeng Zhang, Qiange Wang, Shufeng Gong
Distributed Graph Processing: Techniques and Systems. APWeb/WAIM Workshops (2020)
Qiange Wang, Yanfeng Zhang, Hao Wang, Liang Geng, Rubao Lee, Xiaodong Zhang, Ge Yu
Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing. SIGMOD Conference (2020)
Qiange Wang, Pu He, Tiezheng Nie, Derong Shen, Ge Yu
区块链系统的数据存储与查询技术综述 (Survey of Data Storage and Query Techniques in Blockchain Systems). 计算机科学 45 (12) (2018)