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Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
Mitigating Confounding Bias in Practical Recommender Systems With Partially Inaccessible Exposure Status 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 2, 页码: 957-974
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Recommender system  collaborative filtering  confounding bias  debias  counterfactual learning  
A Large-Scale Measurement and Optimization of Mobile Live Streaming Services 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 12, 页码: 7294-7309
作者:  Li, Zhenyu;  Li, Jinyang;  Wu, Qinghua;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Mobile live streaming  user behavior  edge-side optimization  QoE improvement  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
AD(2)S: Adaptive anomaly detection on sporadic data streams 期刊论文
COMPUTER COMMUNICATIONS, 2023, 卷号: 209, 页码: 151-162
作者:  Liu, Fengrui;  Wang, Yang;  Li, Zhenyu;  Guan, Hongtao;  Xie, Gaogang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Anomaly detection  Sporadic data  Data streams  Quality of service  
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10212-10227
作者:  Yang, Chuanguang;  An, Zhulin;  Zhou, Helong;  Zhuang, Fuzhen;  Xu, Yongjun;  Zhang, Qian
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Contrastive learning  mutual learning  online knowledge distillation  visual recognition  
TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 4, 页码: 12
作者:  Deng, Yang;  Sun, Qingyu;  Wang, Ce;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
brain-computer interface (BCI)  steady-state visual evoked potential (SSVEP)  task-related component analysis (TRCA)  convolutional neural network (CNN)  
Memory-Guided Multi-View Multi-Domain Fake News Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 7, 页码: 7178-7191
作者:  Zhu, Yongchun;  Sheng, Qiang;  Cao, Juan;  Nan, Qiong;  Shu, Kai;  Wu, Minghui;  Wang, Jindong;  Zhuang, Fuzhen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Fake news detection  multi-domain learning  multi-view learning  memory bank  
Improving protein structure prediction using templates and sequence embedding 期刊论文
BIOINFORMATICS, 2023, 卷号: 39, 期号: 1, 页码: 8
作者:  Wu, Fandi;  Jing, Xiaoyang;  Luo, Xiao;  Xu, Jinbo
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor