大规模知识图谱上相似节点查询技术研究
61702015
2017
F0202.系统软件、数据库与工业软件
邵蓥侠
青年科学基金项目
副教授
北京大学
23万元
图算法优化;知识图谱;图计算;面向应用领域的大数据分析;图数据查询
2018-01-01到2020-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Efficient Automatic CASH via Rising Bandits | 会议论文 | Yang Li;Jiawei Jiang;Jinyang Gao;Yingxia Shao;Ce Zhang;Bin Cui |
| 2 | Reliable Data Distillation on Graph Convolutional Network | 会议论文 | Wentao Zhang;Xupeng Miao;Yingxia Shao;Jiawei Jiang;Lei Chen;Olivier Ruas;Bin Cui |
| 3 | 在线招聘场景下的简历活跃度预测 | 期刊论文 | 史舒扬;张智鹏;郭龙;邵蓥侠;崔斌 |
| 4 | CUTE: Querying Knowledge Graphs by Tabular Examples | 会议论文 | Zichen Wang;Tian Li;Yingxia Shao;Bin Cui |
| 5 | 一种社交网络高效高精度去匿名化算法, | 期刊论文 | 刘家霖;史舒扬;张悦眉;邵蓥侠;崔斌 |
| 6 | Towards Reliable Learning for High Stakes Applications | 会议论文 | Jinyang Gao;Junjie Yao;Yingxia Shao |
| 7 | Multiple Local Community Detection via High-Quality Seed Identication | 会议论文 | Jiaxu Liu;Yingxia Shao;Sen Su |
| 8 | SKCompress: compressing sparse and nonuniform gradient in distributedmachine learning | 期刊论文 | Jiawei Jiang;Fangcheng Fu;Tong Yang;Yingxia Shao;Bin Cui |
| 9 | Snapshot boosting: a fast ensemble framework for deep neural networks | 期刊论文 | Zhang Wentao;Jiang Jiawei;Shao Yingxia;Cui Bin |
| 10 | PS2: Parameter Server on Spa | 会议论文 | Zhipeng Zhang;Bin Cui;Yingxia Shao;Lele Yu;Jiawei Jiang;Xupeng Miao |
| 11 | Sparse Gradient Compression for Distributed SGD | 会议论文 | Haobo Sun;Yingxia Shao;Jiawei Jiang;Bin Cui;Kai Lei;Yu Xu;Jiang Wang |
| 12 | Large-scale Graph Analysis: System, Algorithm and Optimization | 专著 | Yingxia Shao;Bin Cui;Lei Chen |
| 13 | NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding | 会议论文 | Yongqi Zhang;Quanming Yao;Yingxia Shao;Lei Chen |
| 14 | Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model | 会议论文 | Yushun Dong;Yingxia Shao;Xiaotong Li;Sili Li;Lei Quan;Wei Zhang;Junping Du |
| 15 | Efficient Diversity-Driven Ensemble for Deep Neural Networks | 会议论文 | Wentao Zhang;Jiawei Jiang;Yingxia Shao;Bin Cui |
| 16 | Densely-connected Transformer with Co-attentive Information for Matching Text Sequences | 会议论文 | Minxu Zhang;Yingxia Shao;Kai Lei;Yuesheng Zhu;Bin Cui |
| 17 | Fast De‑anonymization of Social Networks with Structural Information | 期刊论文 | Yingxia Shao;Jialin Liu;Shuyang Shi;Yuemei Zhang;Bin Cui |
| 18 | FeatureBand: A Feature Selection Method by Combining Early Stopping and Genetic Local Search | 会议论文 | Huanran Xue;Jiawei Jiang;Yingxia Shao;Bin Cui |
| 19 | An Experimental Evaluation of Large Scale GBDT Systems | 期刊论文 | Fangcheng Fu;Jiawei Jiang;Yingxia Shao;Bin Cui |
| 20 | 面向高维特征和多分类的分布式梯度提升树 | 期刊论文 | 江佳伟;符芳诚;邵蓥侠;崔斌 |
| 21 | Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TINYSCRIPT | 会议论文 | Fangcheng Fu;Yuzheng Hu;Yihan He;Jiawei Jiang;Yingxia Shao;Ce Zhang;Bin Cui |
| 22 | Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs | 会议论文 | Yingxia Shao;Shiyue Huang;Xupeng Miao;Bin Cui;Lei Chen |
| 23 | Decentralized Embedding Framework for Large-scale Networks | 会议论文 | Mubashir Imran;Hongzhi Yin;Tong Chen;Yingxia Shao;Xiangliang Zhang;Xiaofang Zhou |
| 24 | Fast Parallel Path Concatenation for Graph Extraction [Extended Abstract] | 会议论文 | Yingxia Shao;Kai Lei;Lei Chen;Zi Huang;Bin Cui;Zhongyi Liu;Yunhai Tong;Jin Xu |
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