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Domain Adaptation for Graph Representation Learning: Challenges, Progress, and Prospects 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 页码: 18
作者:  Shi, Bo-Shen;  Wang, Yong-Qing;  Guo, Fang-Da;  Xu, Bing-Bing;  Shen, Hua-Wei;  Cheng, Xue-Qi
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
graph domain adaptation  graph representation learning  transfer learning  
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
IDEA: Invariant defense for graph adversarial robustness 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Xu, Bingbing;  Cheng, Xueqi
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
Wearable device-measured moderate to vigorous physical activity and risk of degenerative aortic valve stenosis 期刊论文
EUROPEAN HEART JOURNAL, 2024, 页码: 16
作者:  Li, Ziang;  Cheng, Sijing;  Guo, Bo;  Ding, Lu;  Liang, Yu;  Shen, Yinghan;  Li, Jinyue;  Hu, Yiqing;  Long, Tianxin;  Guo, Xinli;  Ge, Junbo;  Gao, Runlin;  Pibarot, Philippe;  Zhang, Bin;  Xu, Haiyan;  Clavel, Marie-Annick;  Wu, Yongjian
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Exercise  Aortic stenosis  Aortic regurgitation  Mitral regurgitation  Aortic valve replacement  
Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载：23/0  |  提交时间：2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
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：26/0  |  提交时间：2024/05/20
Neural information retrieval  dense retrieval  reranking  prompt learning  
Statistical Inference and Application of Asymmetrical Generalized Pareto Distribution Based on Peaks-Over-Threshold Model 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 3, 页码: 20
作者:  Chen, Wenru;  Zhao, Xu;  Zhou, Mi;  Chen, Haiqing;  Ji, Qingqing;  Cheng, Weihu
收藏  |  浏览/下载：26/0  |  提交时间：2024/05/20
generalized Pareto distribution  parameter estimation  extreme quantile estimation  extreme value theory  
Approximate data mapping in refresh-free DRAM for energy-efficient computing in modern mobile systems 期刊论文
COMPUTER COMMUNICATIONS, 2024, 卷号: 216, 页码: 151-158
作者:  Li, Sen;  Jin, Hui;  Gao, Yingke;  Wang, Ying;  Dai, Shuhong;  Xu, Yongjun;  Cheng, Long
收藏  |  浏览/下载：54/0  |  提交时间：2024/05/20
DRAM  Refresh  Approximate computing  Energy efficiency  Mobile communication systems  
Identity-Preserving Adversarial Training for Robust Network Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 1, 页码: 177-191
作者:  Cen, Ke-Ting;  Shen, Hua-Wei;  Cao, Qi;  Xu, Bing-Bing;  Cheng, Xue-Qi
收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06
network embedding  identity-preserving  adversarial training  adversarial the example  
Optical Genome Mapping Reveals the Landscape of Structural Variations and Their Clinical Significance in HBOC-Related Breast Cancer 期刊论文
FRONTIERS IN BIOSCIENCE-LANDMARK, 2024, 卷号: 29, 期号: 1, 页码: 1-15
作者:  Cheng, Yanan;  Dong, Li;  Bu, Dechao;  Han, Lei;  Zhao, Yi;  Liu, Juntian;  Guo, Xiaojing;  Xu, Hanli;  Yu, Jinpu
收藏  |  浏览/下载：34/0  |  提交时间：2024/05/20
HBOC  breast cancer  optical genome mapping  structural variation  BRCA1/2  chromothripsis