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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Rethinking Time Series: Vision is All You Need!
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TL;DR
A Minimum Delay Routing Algorithm Using Distributed Computation 论文笔记
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本文介绍了一种在网络中为每个节点建立路由参数的分布式算法,可以保证每条信息的平均延时会收敛至所有路由算法的最小平均延时。此外,本文介绍的算法还可以保证路径不会成环。
A protocol for packet network intercommunication 论文笔记
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这篇文章是1974年发表的,作者为Vinton Cerf和Robert Kahn,正是他们联合设计的TCP/IP协议和互联网架构,是当今计算机网络的先驱。在文中,他们提出了TCP的分组网络互通协议,对独立网络的互联具有重要的意义,他们提出的网络互联原则确定了互联网的体系。文章首先介绍了网关(Gateway)的概念并对其重要性进行了描述,然后详细的介绍了协议的组成部分(如报文段结构、流量控制、出错控制等等)。
pcap文件格式
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原文位于https://wiki.wireshark.org/Development/LibpcapFileFormat
portfolio
talks
CIKM 2023 poster: ‘Unlocking the potential of Deep Learning in Peak-Hour Series Forecasting’
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Poster presentation at CIKM 2023
Ph.D Thesis Open Defense: ‘Advancing Time Series Mining Techniques for Multi-Source Heterogeneous Data’
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This talk is a presentation of my Ph.D. qualification examination (open defense) on the topic of “Advancing Time Series Mining Techniques for Multi-Source Heterogeneous Data”. The presentation was given at the Department of Electronic Engineering, Tsinghua University, China, Beijing. The presentation PDF can be found here.
ICASSP 2024 Oral: ‘Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection’
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This talk is a presentation of our paper “Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection” at ICASSP 2024.
Interview Talk at MSRA: Towards a Robust, Versatile, and Accurate Deep Learning Framework for Time-series Analysis’
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This talk is a invited interview talk at MSRA ML Forecasting Team, topic is about “Towards a Robust, Versatile, and Accurate Deep Learning Framework for Time-series Analysis”.