公开(公告)号：US20210342546A1

公开(公告)日：2021-11-04

申请号：US17245774

申请日：2021-04-30

申请人： Ghazaleh Beigi ,  Kai Shu ,  Ruocheng Guo ,  Suhang Wang ,  Huan Liu

发明人： Ghazaleh Beigi ,  Kai Shu ,  Ruocheng Guo ,  Suhang Wang ,  Huan Liu

IPC分类号： G06F40/30 ,  G06F21/62 ,  G06F40/211 ,  G06N3/08 ,  G06K9/62

摘要： Various embodiments of a computer-implemented system which learns textual representations while filtering out potentially personally identifying data and retaining semantic meaning within the textual representations are disclosed herein.

公开(公告)号：US11436371B2

公开(公告)日：2022-09-06

申请号：US16782349

申请日：2020-02-05

申请人： Ghazaleh Beigi ,  Ruocheng Guo ,  Huan Liu ,  Yanchao Zhang ,  Alexander Nou

发明人： Ghazaleh Beigi ,  Ruocheng Guo ,  Huan Liu ,  Yanchao Zhang ,  Alexander Nou

IPC分类号： G06F21/52 ,  G06F21/62 ,  G06F16/955 ,  G06F16/9536

摘要： Systems and methods of privacy protection of a user may include compiling an actual number of links in a web history corresponding to each topic in a plurality of internet topics; compiling a topic probability distribution based on the web history; determining an additional number of links to be added to each topic in the plurality of internet topics; and modifying the topic probability distribution by selecting a set of links corresponding to the additional number of links for each topic in the plurality of internet topics.

公开(公告)号：US20210279369A1

公开(公告)日：2021-09-09

申请号：US16782349

申请日：2020-02-05

申请人： Ghazaleh Beigi ,  Ruocheng Guo ,  Huan Liu ,  Yanchao Zhang ,  Alexander Nou

发明人： Ghazaleh Beigi ,  Ruocheng Guo ,  Huan Liu ,  Yanchao Zhang ,  Alexander Nou

IPC分类号： G06F21/62 ,  G06F16/9536 ,  G06F16/955

摘要： Systems and methods of privacy protection of a user may include compiling an actual number of links in a web history corresponding to each topic in a plurality of internet topics; compiling a topic probability distribution based on the web history; determining an additional number of links to be added to each topic in the plurality of internet topics; and modifying the topic probability distribution by selecting a set of links corresponding to the additional number of links for each topic in the plurality of internet topics.

公开(公告)号：US11593891B2

公开(公告)日：2023-02-28

申请号：US16525148

申请日：2019-07-29

申请人： Kai Shu ,  Suhang Wang ,  Jiliang Tang ,  Yilin Wang ,  Huan Liu

发明人： Kai Shu ,  Suhang Wang ,  Jiliang Tang ,  Yilin Wang ,  Huan Liu

IPC分类号： G06Q50/00 ,  G06K9/62 ,  G06Q30/02 ,  G06N5/02 ,  G06N5/04 ,  G06Q30/0282 ,  G06N5/022

摘要： Various embodiments of systems and methods for cross media joint friend and item recommendations are disclosed herein.

公开(公告)号：US20210272217A1

公开(公告)日：2021-09-02

申请号：US16525148

申请日：2019-07-29

申请人： Kai Shu ,  Suhang Wang ,  Jiliang Tang ,  Yilin Wang ,  Huan Liu

发明人： Kai Shu ,  Suhang Wang ,  Jiliang Tang ,  Yilin Wang ,  Huan Liu

IPC分类号： G06Q50/00 ,  G06Q30/02 ,  G06K9/62

摘要： Various embodiments of systems and methods for cross media joint friend and item recommendations are disclosed herein.

公开(公告)号：US20220374606A1

公开(公告)日：2022-11-24

申请号：US17527632

申请日：2021-11-16

申请人： Ahmadreza Mosallanezhad ,  Ghazaleh Beigi ,  Huan Liu

发明人： Ahmadreza Mosallanezhad ,  Ghazaleh Beigi ,  Huan Liu

IPC分类号： G06F40/30 ,  G06K9/62 ,  G06N20/00

摘要： Various embodiments of a system and associated method for anonymization of text without losing semantic utility of text by extracting a latent embedding representation of content with respect to a given task and by learning an optimal strategy for text embedding manipulation to satisfy both privacy and utility requirements are disclosed herein. In particular, the system balances private attribute obfuscation with retained semantic utility.

公开(公告)号：US20200019840A1

公开(公告)日：2020-01-16

申请号：US16511505

申请日：2019-07-15

申请人： Ruocheng Guo ,  Jundong Li ,  Huan Liu

发明人： Ruocheng Guo ,  Jundong Li ,  Huan Liu

IPC分类号： G06N3/04 ,  G06N3/08

摘要： Embodiments for systems and methods of sequential event prediction with noise-contrastive estimation for marked temporal point process are disclosed.

公开(公告)号：US20210334908A1

公开(公告)日：2021-10-28

申请号：US17267765

申请日：2019-09-23

申请人： Kai SHU ,  Deepak MANUDESWARAN ,  Huan LIU ,  Arizona Board of Regents of Behalf of Arizona State University

发明人： Kai Shu ,  Deepak Manudeswaran ,  Huan Liu

IPC分类号： G06Q50/00 ,  G06Q30/02

摘要： Detecting fake news involves receiving a plurality of allegedly real news stories and allegedly fake news stories from one or more websites, receiving a plurality of user posts to a social media platform relating to the plurality of allegedly real news stories and allegedly fake news stories; receiving a plurality of user engagements related to the plurality of user posts, receiving user profile information, and social media network information, for users creating the plurality of user posts to the social media platform, and users participating in the engagements related to the plurality of user posts, and classifying each of the received plurality of allegedly real news stories and allegedly fake news stories as one of a real news story and a fake news story based on the analyzed content and analyzed social media context.

公开(公告)号：US08984589B2

公开(公告)日：2015-03-17

申请号：US12948065

申请日：2010-11-17

申请人： Huan Liu

发明人： Huan Liu

IPC分类号： G06F7/04 ,  G06F15/16 ,  G06F17/30 ,  H04L29/06 ,  H04N7/16

CPC分类号： H04L63/101 ,  H04L63/08 ,  H04L63/105 ,  H04L67/306

摘要： A novel solution is provided that utilizes the two-credential characteristics of accessing cloud-hosted data in a portal-oriented enterprise-specific solution. Cloud computing resources may be accessed through a separate, enterprise-specific portal clients used to manage a set of cloud service accounts. Individuals (e.g., employees of the enterprise or company) may access cloud computing resources via an instance of the portal client, and any communication between individuals in an enterprise and cloud services may be facilitated through the portal. Each portal client may also be configured to be compatible with any cloud service vendor.

摘要翻译： 提供了一种新颖的解决方案，它利用了面向门户的企业特定解决方案中访问云托管数据的两个凭据特征。 可以通过用于管理一组云服务帐户的单独的特定于企业的门户客户端来访问云计算资源。 个人（例如，企业或公司的员工）可以通过门户客户端的实例访问云计算资源，并且通过门户可以促进企业中的个人和云服务之间的任何通信。 每个Portal客户端也可以配置为与任何云服务供应商兼容。

公开(公告)号：US08782130B2

公开(公告)日：2014-07-15

申请号：US13612137

申请日：2012-09-12

申请人： Sewook Wee ,  Huan Liu

发明人： Sewook Wee ,  Huan Liu

IPC分类号： G06F15/16

CPC分类号： H04L67/1008 ,  G06F9/505 ,  H04L43/04 ,  H04L67/02 ,  H04L67/1002 ,  H04L67/1029

摘要： A novel web server farm architecture is provided that combines various cloud components and innovatively maximizes their strengths to achieve a scalable, adaptable, load balanced computing architecture. In one embodiment, this architecture includes a storage host for static content hosting, a cluster of virtual machines (operating as web servers) for dynamic content hosting, and a dedicated application engine for monitoring the load of the virtual machines. A browser or end-application user of a web application is first routed to a static anchor page hosted on the storage host. The browser is subsequently presented with a list of virtual machines and data corresponding to their respective current loads. To access dynamic content, the browser is able to select from the virtual machines based in large part on the reported current loads of the virtual machines. Once a virtual machine is selected, the browser may communicate directly with the selected web server.

摘要翻译： 提供了一种新颖的Web服务器场架构，其结合了各种云组件，并创新地最大化其优势，以实现可扩展，适应性强，负载平衡的计算架构。 在一个实施例中，该架构包括用于静态内容托管的存储主机，用于动态内容托管的虚拟机集群（作为web服务器运行）以及用于监视虚拟机的负载的专用应用引擎。 Web应用程序的浏览器或最终应用程序用户首先被路由到存储主机上托管的静态锚点页面。 浏览器随后被呈现出与其各自的当前负载对应的虚拟机和数据的列表。 为了访问动态内容，浏览器能够在虚拟机的大部分时间内从虚拟机报告的当前负载中进行选择。 一旦选择了虚拟机，浏览器可以直接与选定的Web服务器通信。