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王千阁
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教授
- 教师拼音名称：Wang Qiange
- 电子邮箱：7659daa573f65f22df4fa4f6fd35c65037cc6b04bca35f08c8e34079fc8fa4fe67e89b6fe4ac400b179005cb7df46c249274a02999b30f292e61c4276ba119d24b5e9f71af5636421a1f89e866b82fb577b0592275c8806b5350b6f86945f5ed7eddbf0047ff84cbd2964b80b1106869c4e824e389fb8267aacd5501b3369fcd
- 入职时间：2026-02-03
- 学历：博士研究生毕业
- 办公地点：浑南校区信息楼B235
- 性别：男
- 学位：工学博士学位
- 毕业院校：东北大学
- 学科：计算机软件与理论
计算机应用技术
计算机系统结构
- 2023-12曾获荣誉当选：中国计算机学会自然科学二等奖(6/6)
- 2020-09曾获荣誉当选：APWEB-WAIM 2020 最佳论文提名
- 2023-01曾获荣誉当选：辽宁省计算机学会优秀学术论文一等奖
- 2023-09曾获荣誉当选：东北大学优秀博士论文
- 2020-12曾获荣誉当选：国家奖学金
访问量：
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• [VLDB’2025](CCF-A): Xin Ai, Hao Yuan, Zeyu Ling, Qiange Wang#, Yanfeng Zhang#, Zhenbo Fu, Chaoyi Chen, Yu Gu, Ge Yu. NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism Proceedings of the VLDB Endowment, 18(2): 173 - 186, 2024..
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• [TKDE’2025](CCF-A): Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He. Scalable and Load-Balanced Full-Graph GNN Training on Multiple GPUs. IEEE Trans. Knowl. Data Eng. 37(7): 4239-4253 (2025).
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• [TPDS’2025](CCF-A): Qiange Wang, Xin Ai, Yongze Yan, Shufeng Gong, Yanfeng Zhang, Jing Chen, Ge Yu. Towards Communication-Efficient Out-of-Core Graph Processing on the GPU. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025, 36(5): 961-976..
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• [TPDS’2025](CCF-A): Feng Yao, Qian Tao, Shengyuan Lin, Yanfeng Zhang, Wenyuan Yu, Shufeng Gong, Qiange Wang, Ge Yu, and Jingren Zhou. Towards Efficient Graph Processing in Geo-Distributed Data Centers IEEE Transactions on Parallel and Distributed Systems 35(11): 2147-2160 (2024).
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• [KBS’2025](CCF-C; 中科院 1 区): Yajiong Liu, Yanfeng Zhang, Qiange Wang, Hao Yuan, Xin Ai, Ge Yu: NeutronSketch: An in-depth exploration of redundancy in large-scale graph neural network training. Knowl. Based Syst. 309: 112786 (2025).
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• [SIGMOD’2024](CCF-A): Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He. Scalable Full-Graph GNN Training on Multiple GPUs. Proc. ACM Manag. Data 1(4): 246:1-246:27 (2023).
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• [SIGMOD’2024] (CCF-A) 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 Industrial Track 2024: 360-372.
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• [VLDB’2024] (CCF-A) Xin Ai*, Qiange Wang*, Chunyu Cao, Yanfeng Zhang, Chaoyi Chen, Hao Yuan, Ge Yu. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments. Proc. VLDB Endow. 17(8): 1995-2008 (2024).
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• [VLDB’2024] (CCF-A) 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): 455-468 (2023).
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• [VLDB’2024] (CCF-A) 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): 1241-1254 (2024).
