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SaaP: Rearchitect SoC-as-a-Processor to Orchestrate Hardware Heterogeneity 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3962-3975
作者:  Jin, Pengwei;  Fan, Zhe;  Zhao, Yongwei;  Du, Zidong;  Guo, Hongrui;  Nan, Ziyuan;  Hao, Yifan;  Li, Chongxiao;  Ma, Tianyun;  Zhang, Zhenxing;  Li, Xiaqing;  Li, Wei;  Hu, Xing;  Guo, Qi;  Xu, Zhiwei;  Chen, Tianshi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
IP networks  Hardware  Graphics processing units  Central Processing Unit  Programming  Software  Pipelines  System-on-chip  Process control  Neural networks  Hardware heterogeneity  system architectures  System-on-Chip (SoC)  
GinAR plus : A Robust End-to-End Framework for Multivariate Time Series Forecasting With Missing Values 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4635-4648
作者:  Yu, Chengqing;  Wang, Fei;  Shao, Zezhi;  Qian, Tangwen;  Zhang, Zhao;  Wei, Wei;  An, Zhulin;  Wang, Qi;  Xu, Yongjun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Correlation  Predictive models  Forecasting  Time series analysis  Data models  Robustness  Adaptation models  Imputation  Contrastive learning  Training  graph interpolation attention recursive network  multivariate time series forecasting with missing values  
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134
作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices  
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：39/0  |  提交时间：2025/06/25
graph domain adaptation  graph representation learning  transfer learning  
Resistive memory-based zero-shot liquid state machine for multimodal event data learning 期刊论文
NATURE COMPUTATIONAL SCIENCE, 2025, 卷号: 5, 期号: 1, 页码: 37-47
作者:  Lin, Ning;  Wang, Shaocong;  Li, Yi;  Wang, Bo;  Shi, Shuhui;  He, Yangu;  Zhang, Woyu;  Yu, Yifei;  Zhang, Yue;  Zhang, Xinyuan;  Wong, Kwunhang;  Wang, Songqi;  Chen, Xiaoming;  Jiang, Hao;  Zhang, Xumeng;  Lin, Peng;  Xu, Xiaoxin;  Qi, Xiaojuan;  Wang, Zhongrui;  Shang, Dashan;  Liu, Qi;  Liu, Ming
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479
作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation  
Focusing on differences! Sample framework enhances semantic textual similarity with external knowledge 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 255, 页码: 10
作者:  Feng, Jianzhou;  Liu, Junxin;  Gu, Chenghan;  Qi, Haotian;  Ren, Zhongcan;  Xu, Kehan;  Wang, Yuanzhuo
收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06
Semantic similarity task  Differential information  Sentence embeddings  
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：32/0  |  提交时间：2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：35/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
Scheduling of Real-Time Wireless Flows: A Comparative Study of Centralized and Decentralized Reinforcement Learning Approaches 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:  Wang, Qi;  Huang, Jianhui;  Xu, Yongjun
收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06
Scheduling  timely-throughput  deep reinforcement learning  real-time wireless networks  distributed system