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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  
DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information  
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  
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2023, 卷号: 60, 期号: 4, 页码: 14
作者:  Huang, Junjie;  Xie, Ruobing;  Cao, Qi;  Shen, Huawei;  Zhang, Shaoliang;  Xia, Feng;  Cheng, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Negative feedback  Signed social networks  Graph Neural Networks  Recommender system  
UniSKGRep: A unified representation learning framework of social network and knowledge graph 期刊论文
NEURAL NETWORKS, 2023, 卷号: 158, 页码: 142-153
作者:  Shen, Yinghan;  Jiang, Xuhui;  Li, Zijian;  Wang, Yuanzhuo;  Xu, Chengjin;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Social knowledge graph  Graph representation learning  Knowledge graph  Social network  
Learning diffusion model-free and efficient influence function for influence maximization from information cascades 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2021, 页码: 24
作者:  Cao, Qi;  Shen, Huawei;  Gao, Jinhua;  Cheng, Xueqi
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Influence function learning  Influence maximization  Information cascades  Social 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  
Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 13
作者:  Yang, Chao;  Zhou, Weixin;  Wang, Zhiyu;  Jiang, Bin;  Li, Dongsheng;  Shen, Huawei
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Crowd intelligence  Explainable recommendation  Hierarchical attention  Review representation  Recommender system  
Self-learning and embedding based entity alignment 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 59, 期号: 2, 页码: 361-386
作者:  Guan, Saiping;  Jin, Xiaolong;  Wang, Yuanzhuo;  Jia, Yantao;  Shen, Huawei;  Li, Zixuan;  Cheng, Xueqi
收藏  |  浏览/下载：87/0  |  提交时间：2019/08/16
Entity alignment  Knowledge graph  Self-learning  Embedding