基于知识图谱的社交媒体管理分析关键技术研究
U1936104
2019
F0210.计算机图像视频处理与多媒体技术
邵蓥侠
联合基金项目
副教授
北京邮电大学
71万元
多源知识图谱构建;关系推理;结构模式挖掘;图数据管理;社交媒体
2020-01-01到2022-12-31
- 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 | Automatic Graph Generation for Document-Level Relation Extraction | 会议论文 | Yanhua Yu;Fangting Shen;Shengli Yang;Jie Li;Yuling Wang;Ang Ma |
| 2 | Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce | 会议论文 | Xupeng Miao;Xiaonan Nie;Yingxia Shao;Zhi Yang;Jiawei Jiang;Lingxiao Ma;Bin Cui |
| 3 | UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling | 会议论文 | Xingyu Yao;Yingxia Shao;Bin Cui;Lei Chen |
| 4 | DeGNN: Improving Graph Neural Networks with Graph Decomposition | 会议论文 | Xupeng Miao;Nezihe Merve Gürel;Wentao Zhang;Zhichao Han;Bo Li;Wei Min;Susie Xi Rao;Hansheng Ren;Yinan Shan;Yingxia Shao;Yujie Wang;Fan Wu;Hui Xue;Yaming Yang;Zitao Zhang;Yang Zhao;Shuai Zhang;Yujing Wang;Bin Cui;Ce Zhang |
| 5 | Multiple Local Community Detection via High-Quality Seed Identication | 会议论文 | Jiaxu Liu;Yingxia Shao;Sen Su |
| 6 | Heterogeneous Hypergraph Embedding for Graph Classification | 会议论文 | Xiangguo Sun;Hongzhi Yin;Bo Liu;Hongxu Chen;Jiuxin Cao;Yingxia Shao;Nguyen Quoc Viet Hung |
| 7 | Large-scale Graph Analysis: System, Algorithm and Optimization | 专著 | Yingxia Shao;Bin Cui;Lei Chen |
| 8 | Decentralized Embedding Framework for Large-scale Networks | 会议论文 | Mubashir Imran;Hongzhi Yin;Tong Chen;Yingxia Shao;Xiangliang Zhang;Xiaofang Zhou |
| 9 | Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval | 会议论文 | Shitao Xiao;Zheng Liu;Weihao Han;Jianjin Zhang;Yingxia Shao;Defu Lian;Chaozhuo Li;Hao Sun;Denvy Deng;Liangjie Zhang;Qi Zhang;Xing Xie |
| 10 | Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings | 会议论文 | Shitao Xiao;Zheng Liu;Weihao Han;Defu Lian;Yeyun Gong;Qi Chen;Fan Yang;Hao Sun;Yingxia Shao;Xing Xie |
| 11 | Multiple Local Community Detection via High-Quality Seed Identification over Both Static and Dynamic Networks | 期刊论文 | Jiaxu Liu;Yingxia Shao;Sen Su |
| 12 | 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 |
| 13 | RetroMAE: Pre-training Retrieval-oriented Transformers via Masked Auto-Encoder | 会议论文 | Shitao Xiao;Zheng Liu;Yingxia Shao;Zhao Cao |
| 14 | Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification | 会议论文 | Yunjie Ji;Hao Liu;Bolei He Xinyan Xiao Hua;Xinyan Xiao;Hua Wu;Yanhua Yu |
| 15 | 知识表示学习方法和装置 | 专利 | 杜军平;欧阳苏宇;邵蓥侠;徐欣;李昂 |
| 16 | 自然灾害舆情分析方法和装置 | 专利 | 邵蓥侠;刘辉;王海江;廖健翔 |
| 17 | Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks | 会议论文 | Jingshu Peng;Zhao Chen;Yingxia Shao;Yanyan Shen;Lei Chen;Jiannong Cao |
| 18 | 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 |
| 19 | Ensemble Multi-Relational Graph Neural Networks | 会议论文 | Yuling Wang;Hao Xu;Yanhua Yu;Mengdi Zhang;Zhenhao Li;Yuji Yang;Wei Wu |
| 20 | Memory-Aware Framework for Fast and Scalable Second-Order Random Walk over Billion-Edge Natural Graphs | 期刊论文 | Yingxia Shao;Shiyue Huang;Yawen Li;Xupeng Miao;Bin Cui;Lei Chen |
| 21 | AM-GCN: Adaptive Multi-channel Graph Convolutional Networks | 会议论文 | Xiao Wang;Meiqi Zhu;Deyu Bo;Peng Cui;Chuan Shi;Jian Pei |
| 22 | Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-aware Deep Architecture | 会议论文 | Xupeng Miao;Wentao Zhang;Yingxia Shao;Bin Cui;Lei Chen;Ce Zhang;Jiawei Jiang |
| 23 | Scalable Graph Sampling on GPUs with Compressed Graph | 会议论文 | Hongbo Yin;Yingxia Shao;Xupeng Miao;Yawen Li;Bin Cui |
| 24 | 一种面向图神经网络的可视化管理系统 | 专利 | 邵蓥侠;王海江 |
| 25 | 文本分类方法、电子设备及计算机存储介质 | 专利 | 杜军平;喻博文;邵蓥侠;徐欣;李昂 |
| 26 | 基于随机游走模型的可扩展图表示系统设计与实现 | 奖励 | 邵蓥侠 |
| 27 | An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs | 会议论文 | Hongzheng Li;Yingxia Shao;Junping Du Bin Cu;Bin Cui;Lei Chen |
| 28 | Matching-oriented Product Quantization For Ad-hoc Retrieval | 会议论文 | Shitao Xiao;Zheng Liu;Yingxia Shao;Defu Lian;Xing Xie |
| 29 | 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 |
| 30 | 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 |
| 31 | Decentralized Embedding Framework for Large-scale Networks | 奖励 | Mubashir Imran;Hongzhi Yin;Tong Chen;Yingxia Shao;Xiangliang Zhang;Xiaofang Zhou |
| 32 | VF^2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning | 会议论文 | Fangcheng Fu;Yingxia Shao;Lele Yu;Jiawei Jiang;Huanran Xue;Yangyu Tao;Bin Cui |
| 33 | Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks | 奖励 | Jingshu Peng;Zhao Chen;Yingxia Shao;Yanyan Shen;Lei Chen;Jiannong Cao |
| 34 | ACM SIGMOD中国新星奖 | 奖励 | 邵蓥侠 |
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