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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：3/0  |  提交时间：2024/05/20
Adversarial attack  adversarial immunization  certifiable robustness  graph neural networks  node classification  
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 32
作者:  Xu, Shicheng;  Pang, Liang;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Neural information retrieval  dense retrieval  reranking  prompt learning  
Node classification across networks via category-level domain adaptive network embedding 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2023, 页码: 24
作者:  Shi, Boshen;  Wang, Yongqing;  Shao, Jiangli;  Shen, Huawei;  Li, Yangyang;  Cheng, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Node classification across networks  Graph neural networks  Domain adaptation  Transfer learning  
User Identity Linkage across Social Networks with the Enhancement of Knowledge Graph and Time Decay Function 期刊论文
ENTROPY, 2022, 卷号: 24, 期号: 11, 页码: 22
作者:  Gao, Hao;  Wang, Yongqing;  Shao, Jiangli;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
user identity linkage  knowledge graph  named entity  time decay function  text matching  
NEAWalk: Inferring missing social interactions via topological-temporal embeddings of social groups 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2022, 页码: 25
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Jin, Xiaolong;  Ma, Shengjie;  Cheng, Xueqi
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Dynamic network completion  Dynamic graph representation learning  Social group  Anonymous walk  
Incorporating explicit syntactic dependency for aspect level sentiment classification 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 394-406
作者:  Ke, Wenjun;  Gao, Jinhua;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
Sentiment classification  Syntactic dependency  Attention network  
Truth Discovery by Claim and Source Embedding 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1264-1275
作者:  Lyu, Shanshan;  Ouyang, Wentao;  Wang, Yongqing;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Reliability  Object oriented modeling  Iterative methods  Probabilistic logic  Data science  Computer aided software engineering  Data models  Truth discovery  crowdsourcing  representation learning  
Dual-factor Generation Model for Conversation 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2020, 卷号: 38, 期号: 3, 页码: 31
作者:  Zhang, Ruqing;  Guo, Jiafeng;  Fan, Yixing;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
Conversation  dual-factor generation  responder state modeling  
Parameter Estimation with the Ordered l(2) Regularization via an Alternating Direction Method of Multipliers 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20, 页码: 17
作者:  Humayoo, Mahammad;  Cheng, Xueqi
收藏  |  浏览/下载：82/0  |  提交时间：2020/12/10
ADMM  big data  feature selection  optimization  ridge regression  ordered regularization  elastic net  
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