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OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine-Learning Tasks in Logic Synthesis 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3830-3843
作者:  Ni, Liwei;  Wang, Rui;  Liu, Miao;  Meng, Xingyu;  Lin, Xiaoze;  Liu, Junfeng;  Luo, Guojie;  Chu, Zhufei;  Qian, Weikang;  Yang, Xiaoyan;  Xie, Biwei;  Li, Xingquan;  Li, Huawei
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Logic  Logic gates  Delays  Optimization  Machine learning  Hardware design languages  Boolean functions  Computer science  Benchmark testing  Wire  Adaptive  application  dataset  logic synthesis  machine learning (ML)  
Pegasus: A practical high-speed cross-platform NDN forwarder 期刊论文
COMPUTER NETWORKS, 2025, 卷号: 269, 页码: 14
作者:  Long, Xingguo;  Huang, Kun;  Yang, Rongwei;  Dai, Qingguo;  Li, Zhenyu
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Named Data Networking  Programmable networks  Programmable switch  NDN forwarder  High-speed forwarding  
Safety in DRL-Based Congestion Control: A Framework Empowered by Expert Refinement 期刊论文
IEEE TRANSACTIONS ON NETWORKING, 2025, 页码: 16
作者:  Zhou, Jianer;  Pan, Zhiyuan;  Li, Zhenyu;  Tyson, Gareth;  Li, Weichao;  Qiu, Xinyi;  Pan, Heng;  Zhang, Xinyi;  Xie, Gaogang
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Convergence  Space exploration  Safety  Training  Prediction algorithms  Magnetosphere  Ion radiation effects  Adaptation models  Throughput  Technological innovation  Congestion control  machine learning  deep reinforcement learning  QUIC  
From Limited Resources to Powerful Insights: Empowering Low-Cost Cameras for Efficient Retrospective Querying 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 3, 页码: 2825-2837
作者:  Wen, Qiaodi;  Zhou, Jianer;  Chen, Ruitao;  Luo, Ziqi;  Tyson, Gareth;  Li, Weichao;  Wang, Jinfan;  Pan, Heng;  Xu, Zhiwei
收藏  |  浏览/下载:40/0  |  提交时间:2025/06/25
Cameras  Videos  Cloud computing  Accuracy  Nearest neighbor methods  Costs  Indexing  Training  Electronic mail  Collaboration  k-nearest neighbors (KNN)  low-cost cameras  retrospective queries  video analytics  
QR-DeepONet: resolve abnormal convergence issue in deep operator network 期刊论文
MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2024, 卷号: 5, 期号: 4, 页码: 10
作者:  Zhao, Jie;  Xie, Biwei;  Li, Xingquan
收藏  |  浏览/下载:15/0  |  提交时间:2025/06/25
operator learning  QR decomposition  machine learning  neural network  
ParaLoupe: Real-Time Video Analytics on Edge Cluster via Mini Model Parallelization 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13945-13962
作者:  Wang, Hanling;  Li, Qing;  Kang, Haidong;  Hu, Dieli;  Ma, Lianbo;  Tyson, Gareth;  Yuan, Zhenhui;  Jiang, Yong
收藏  |  浏览/下载:42/0  |  提交时间:2025/06/25
Accuracy  Task analysis  Computational modeling  Image edge detection  Visual analytics  Streaming media  Real-time systems  Distributed computing  edge computing  real-time video analytics  
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载:64/0  |  提交时间:2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network  
MGCoT : Multi-Grained Contextual Transformer for table-based text generation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 250, 页码: 10
作者:  Mo, Xianjie;  Xiang, Yang;  Pan, Youcheng;  Hou, Yongshuai;  Luo, Ping
收藏  |  浏览/下载:35/0  |  提交时间:2024/12/06
Multi-grained contexts  Transformer  Abstractive table question answering  Table-to-text generation  
Mustang: Improving QoE for Real-Time Video in Cellular Networks by Masking Jitter 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 9, 页码: 23
作者:  Yu, Encheng;  Zhou, Jianer;  Li, Zhenyu;  Tyson, Gareth;  Li, Weicho;  Zhang, Xinyi;  Xu, Zhiwei;  Xie, Gaogang
收藏  |  浏览/下载:66/0  |  提交时间:2024/12/06
Information systems  Multimedia streaming  Networks  Transport protocols  Transport protocols  
Cable: A framework for accelerating 5G UPF based on eBPF 期刊论文
COMPUTER NETWORKS, 2023, 卷号: 222, 页码: 13
作者:  Zhou, Jianer;  Ma, Zengxie;  Tu, Weijian;  Qiu, Xinyi;  Duan, Jingpu;  Li, Zhenyu;  Li, Qing;  Zhang, Xinyi;  Li, Weichao
收藏  |  浏览/下载:68/0  |  提交时间:2023/07/12
5G core  UPF  eBPF