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Graph Adversarial Immunization for Certifiable Robustness 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 4, 页码: 1597-1610
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Hou, Liang;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Adversarial attack  adversarial immunization  certifiable robustness  graph neural networks  node classification  
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1356-1370
作者:  Feng, Wenjie;  Liu, Shenghua;  Koutra, Danai;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Approximation algorithms  Image edge detection  Heuristic algorithms  Greedy algorithms  Optimization  Collaboration  Task analysis  Algorithm  anomaly detection  dense subgraph  graph spectral theory  large graph mining  
Matching Knowledge Graphs in Entity Embedding Spaces: An Experimental Study 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12770-12784
作者:  Zeng, Weixin;  Zhao, Xiang;  Tan, Zhen;  Tang, Jiuyang;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Entity alignment  entity matching  knowledge graph  knowledge graph alignment  
Generalizing to Unseen Domains: A Survey on Domain Generalization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 8, 页码: 8052-8072
作者:  Wang, Jindong;  Lan, Cuiling;  Liu, Chang;  Ouyang, Yidong;  Qin, Tao;  Lu, Wang;  Chen, Yiqiang;  Zeng, Wenjun;  Yu, Philip S.
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Domain generalization  domain adaptation  transfer learning  out-of-distribution generalization  
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 32, 期号: 3, 页码: 547-559
作者:  Wu, Bo;  Cheng, Wen-Huang;  Zhang, Yongdong;  Cao, Juan;  Li, Jintao;  Mei, Tao
收藏  |  浏览/下载：53/0  |  提交时间：2020/12/10
Social network services  Predictive models  Prediction algorithms  Computers  Technological innovation  Information processing  Task analysis  Microblogging  key retweeter prediction  information propagation  user behavior  
Modeling the Parameter Interactions in Ranking SVM with Low-Rank Approximation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1181-1193
作者:  Xu, Jun;  Zeng, Wei;  Lan, Yanyan;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：80/0  |  提交时间：2019/08/16
Learning to rank  ranking SVM  parameter interactions  low-rank approximation  
Mining Precise-Positioning Episode Rules from Event Sequences 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 3, 页码: 530-543
作者:  Ao, Xiang;  Luo, Ping;  Wang, Jin;  Zhuang, Fuzhen;  He, Qing
收藏  |  浏览/下载：44/0  |  提交时间：2019/12/10
Episode rule mining  gap-constrained episode  sequence mining  
Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 4, 页码: 898-911
作者:  Liu, Siyuan;  Wang, Shuhui
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/12
Community detection  trajectory  multiple information sources  semantic information  
Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 12, 页码: 3309-3323
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/13
Multi-label classification  label correlation  feature selection  
An Optimization Model for Clustering Categorical Data Streams with Drifting Concepts 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 11, 页码: 2871-2883
作者:  Bai, Liang;  Cheng, Xueqi;  Liang, Jiye;  Shen, Huawei
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/13
Cluster analysis  optimization model  iterative algorithm  categorical data stream  drifting-concept detection