基于网络嵌入的图异常检测模型研究
61872360
2018
F0211.信息检索与社会计算
周川
面上项目
副研究员
中国科学院数学与系统科学研究院
65万元
网络嵌入;动态网络;图异常检测;可解释性;群组异常
2019-01-01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 | Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification | 期刊论文 | Xixun Lin;周川;Jia Wu;Hong Yang;Haibo Wang;Yanan Cao;Bin Wang |
| 2 | 第21届国际数据挖掘会议(ICDM-21,新西兰奥克兰)最佳学生论文奖 | 奖励 | Ge Zhang;Jia Wu;Jian Yang;Amin Beheshti;Shan Xue;周川;Michael Sheng |
| 3 | 中国科学院数学与系统科学研究院第12届陈景润未来之星 | 奖励 | 周川 |
| 4 | Guiding Cross-lingual Entity Alignment via Adversarial Knowledge Embedding | 会议论文 | Xixun Lin;Hong Yang;Jia Wu;周川;Bin Wang |
| 5 | Exploratory Adversarial Attacks on Graph Neural Networks | 会议论文 | Xixun Lin;周川;Hong Yang;Jia Wu;Haibo Wang;Yanan Cao;Bin Wang |
| 6 | Task-adaptive Neural Process for User Cold-Start Recommendation | 会议论文 | Xixun Lin;Jia Wu;周川;Shirui Pan;Yanan Cao;Bin Wang |
| 7 | Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning | 会议论文 | Guojia Wan;Shirui Pan;Chen Gong;周川;Reza Haffari |
| 8 | Fulfillment-Time-Aware Personalized Ranking for On-Demand Food Recommendation | 会议论文 | Haishuai Wang;Zhao Li;Xuanwu Liu;Donghui Ding;Zehong Hu;Peng Zhang;周川;Jiajun Bu |
| 9 | Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks | 会议论文 | He Zhang;Bang Wu;Xiangwen Yang;周川;Shuo Wang;Xingliang Yuan;Shirui Pan |
| 10 | Deep Learning for Community Detection: Progress, Challenges and Opportunities | 会议论文 | Fanzhen Liu;Shan Xue;Jia Wu;周川;Wenbin Hu;Cecile Paris;Surya Nepal;Jian Yang;Philip S. Yu |
| 11 | Low-Bit Quantization for Attributed Network Representation Learning | 会议论文 | Hong Yang;Shirui Pan;Peng Zhang;周川;Ling Chen |
| 12 | Wlinker: Modeling Relational Triplet Extraction As Word Linking | 会议论文 | Yongxiu Xu;周川;Heyan Huang;Jing Yu;Yue Hu |
| 13 | Towards Embedding Information Diffusion Data for Understanding Big Dynamic Networks | 期刊论文 | Hong Yang;Peng Zhang;Haishuai Wang;周川;Zhao Li;Li Gao;Qinfeng Tan |
| 14 | 一种基于共现图的系统告警聚类分析方法 | 专利 | 周川;高扬;胡玥;谭建龙;郭莉 |
| 15 | Deep Semantic Network Representation | 会议论文 | Xuexiong Luo;Jia Wu;周川;Xiankun Zhang;Yuan Wang |
| 16 | Deep Structure Learning for Rumor Detection on Twitter | 会议论文 | Qi Huang;周川;Jia Wu;Mingwen Wang;Bin Wang |
| 17 | Unsupervised Domain Adaptive Graph Convolutional Networks | 会议论文 | Man Wu;Shirui Pan;周川;Xiaojun Chang;Xingquan Zhu |
| 18 | Graph Neural Architecture Search | 会议论文 | Yang Gao;Hong Yang;Peng Zhang;周川;Yue Hu |
| 19 | Deep Active Learning for Anchor User Prediction | 会议论文 | Anfeng Cheng;周川;Hong Yang;Jia Wu;Lei Li;Jianlong Tan;Li Guo |
| 20 | Disentangled Deep Multivariate Hawkes Process for Learning Event Sequences | 会议论文 | Xixun Lin;Jiangxia Cao;Peng Zhang;周川;Zhao Li;Jia Wu;Bin Wang |
| 21 | Relation Structure-Aware Heterogeneous Graph Neural Network | 会议论文 | Shichao Zhu;周川;Shirui Pan;Xingquan Zhu;Bin Wang |
| 22 | 一种基于深度学习的跨网络用户对齐方法 | 专利 | 程安凤;周川;朱宇佳;谭建龙;郭莉 |
| 23 | 一种基于图卷积网络的网络节点标签主动学习方法和系统 | 专利 | 昝文;周川;胡玥;郭莉 |
| 24 | Graph Geometry Interaction Learning | 会议论文 | Shichao Zhu;Shirui Pan;周川;Jia Wu;Yanan Cao;Bin Wang |
| 25 | GraphNAS++: Distributed Architecture Search for Graph Neural Networks | 期刊论文 | Yang Gao;Peng Zhang;Hong Yang;周川;Yue Hu;Zhihong Tian;Zhao Li;Jingren Zhou |
| 26 | Heterogeneous Graph Neural Architecture Search | 会议论文 | Yang Gao;Peng Zhang;Zhao Li;周川;Hong Yang;Yongchao Liu;Yue Hu |
| 27 | Detecting the Evolving Community Structure in Dynamic Social Networks | 期刊论文 | Fanzhen Liu;Jia Wu;Shan Xue;周川;Jian Yang;Quanzheng Sheng |
| 28 | Graph Stochastic Neural Networks for Semi-supervised Learning | 会议论文 | Haibo Wang;周川;Xin Chen;Jia Wu;Shirui Pan;Jilong Wang |
| 29 | GSSNN: Graph Smoothing Splines Neural Networks | 会议论文 | Shichao Zhu;Lewei Zhou;Shirui Pan;周川;Guiying Yan;Bin Wang |
| 30 | Evolutionary Community Detection in Dynamic Social Networks | 会议论文 | Fanzhen Liu;Jia Wu;周川;Jian Yang |
| 31 | Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification | 期刊论文 | Xixun Lin;Zhao Li;Peng Zhang;Luchen Liu;周川;Bin Wang;Zhihong Tian |
| 32 | Projective Ranking-based GNN Evasion Attacks | 期刊论文 | He Zhang;Xingliang Yuan;周川;Shirui Pan |
| 33 | Discrete Embedding for Latent Networks | 会议论文 | Hong Yang;Ling Chen;Minglong Lei;Lingfeng Niu;周川;Peng Zhang |
| 34 | 一种基于差分预解集的网络信息扩散源头推断方法 | 专利 | 周川;胡玥;谭建龙;郭莉 |
| 35 | 一种基于可疑性度量的团伙诈骗电话识别方法 | 专利 | 周川;高扬;胡玥;谭建龙;郭莉 |
| 36 | Domain-Adversarial Graph Neural Networks for Text Classification | 会议论文 | Man Wu;Shirui Pan;Xingquan Zhu;周川;Lei Pan |
| 37 | DAGAD: Data Augmentation for Graph Anomaly Detection | 会议论文 | Fanzhen Liu;Xiaoxiao Ma;Jia Wu;Jian Yang;Shan Xue;Amin Beheshti;周川;Hao Peng;Quan Z. Sheng;Charu Aggarwal |
| 38 | Smooth Deep Network Embedding | 会议论文 | Mengyu Zheng;周川;Jia Wu;Li Guo |
| 39 | AtNE-Trust: Attributed Trust Network Embedding for Trust Prediction in Online Social Networks | 会议论文 | Qi Wang;Weiliang Zhao;Jian Yang;Jia Wu;周川;Qianli Xing |
| 40 | H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections | 会议论文 | Fengzhao Shi;Yanan Cao;Yanmin Shang;Yuchen Zhou;周川;Jia Wu |
| 41 | Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection | 会议论文 | Ge Zhang;Zhenyu Yang;Jia Wu;Jian Yang;Shan Xue;Hao Peng;Jianlin Su;周川;Quan Z. Sheng;Leman Akoglu;C. Aggarwal |
| 42 | Deep Spatial-Temporal Structure Learning for Rumor Detection on Twitter | 期刊论文 | Qi Huang;周川;Jia Wu;Luchen Liu;Bin Wang |
| 43 | Multi-view Fusion with Extreme Learning Machine for Clustering | 期刊论文 | Yongshan Zhang;Jia Wu;周川;Zhihua Cai;Jian Yang;Philip S. Yu |
| 44 | HGNAS++: Efficient Architecture Search for Heterogeneous Graphs Neural Networks | 期刊论文 | Yang Gao;Peng Zhang;周川;Hong Yang;Zhao Li;Yue Hu;Philip S. Yu |
| 45 | Deep graph level anomaly detection with contrastive learning | 期刊论文 | Xuexiong Luo;Jia Wu;Jian Yang;Shan Xue;Hao Peng;周川;Hongyang Chen;Zhao Li;Quan Z. Sheng |
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