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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：4/0  |  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  
Real-time Large-scale Deformation of Gaussian Splatting 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 6, 页码: 17
作者:  Gao, Lin;  Yang, Jie;  Zhang, Bo-tao;  Sun, Jia-mu;  Yuan, Yu-jie;  Fu, Hongbo;  Lai, Yu-kun
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
3D Gaussian Splatting  Deformation  Interactive  Data-Driven  Large-Scale  
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 卷号: 256, 页码: 13
作者:  Huang, Jingqi;  Zhang, Xiaoqing;  Jin, Richu;  Xu, Tao;  Jin, Zi;  Shen, Meixiao;  Lv, Fan;  Chen, Jiangfan;  Liu, Jiang
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Deep learning  Parkinson's disease screening  Discrete wavelet transform  
On Modeling and Detecting Trojans in Instruction Sets 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 10, 页码: 3226-3239
作者:  Zhang, Ying;  He, Aodi;  Li, Jiaying;  Rezine, Ahmed;  Peng, Zebo;  Larsson, Erik;  Yang, Tao;  Jiang, Jianhui;  Li, Huawei
收藏  |  浏览/下载：14/0  |  提交时间：2024/12/06
Trojan horses  Security  Program processors  Companies  Inspection  Hardware security  Reverse engineering  Deep test for security  hidden instruction Trojan (HIT)  unbounded model checking (UMC)  VLSI test  
Pedestrian Navigation Activity Recognition Based on Segmentation Transformer 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 15, 页码: 26020-26032
作者:  Wang, Qu;  Tao, Zhi;  Ning, Jiahui;  Jiang, Zhuqing;  Guo, Liangliang;  Luo, Haiyong;  Wang, Haiying;  Men, Aidong;  Cheng, Xiaofei;  Zhang, Zhang
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Feature extraction  Pedestrians  Transformers  Hidden Markov models  Human activity recognition  Data mining  Artificial intelligence for IoT  dense sequence labeling  human activity recognition (HAR)  Internet of Things (IoT)  multiclass window problem  pedestrian navigation  pedestrian navigation  
An Instruction Inflation Analyzing Framework for Dynamic Binary Translators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 2, 页码: 25
作者:  Xie, Benyi;  Yan, Yue;  Yan, Chenghao;  Tao, Sicheng;  Zhang, Zhuangzhuang;  Li, Xinyu;  Lan, Yanzhi;  Wu, Xiang;  Liu, Tianyi;  Zhang, Tingting;  Zhang, Fuxin
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Dynamic binary translation  translation inflation  overhead analysis  
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 5, 页码: 21
作者:  Zhang, Tianyu;  Min, Weiqing;  Liu, Tao;  Jiang, Shuqiang;  Rui, Yong
收藏  |  浏览/下载：34/0  |  提交时间：2024/05/20
Egocentric video understanding  compositional action anticipation  semantic bias  adaptive counterfactual analysis  
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu
收藏  |  浏览/下载：27/0  |  提交时间：2024/12/06
physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent  
Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12068-12080
作者:  Zhang, Yuxin;  Wang, Jindong;  Chen, Yiqiang;  Yu, Han;  Qin, Tao
收藏  |  浏览/下载：24/0  |  提交时间：2024/05/20
Unsupervised anomaly detection  time series  self-supervised learning  memory network  
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773
作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20
Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)