Patents by Inventor Xinyuan Huang
Xinyuan Huang has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20240127015Abstract: A sample analysis system and a sample management method are provided. The sample analysis system includes: one or more analysis devices configured to test a sample; a scanning component configured to scan the sample to obtain scanning information before testing the sample by the analysis devices; an image information obtaining component configured to acquire image information of a region in the sample containing a sample identifier; a processor configured to identify the sample identifier of the sample according to at least one of the scanning information or the image information of the sample. The system can obtain the sample identifier of a sample in two ways, thus improving the efficiency of sample test.Type: ApplicationFiled: December 21, 2023Publication date: April 18, 2024Applicant: SHENZHEN MINDRAY BIO-MEDICAL ELECTRONICS CO., LTD.Inventors: Xinyuan Huang, Fanshun ZENG
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Patent number: 11924254Abstract: This relates to intelligent automated assistants and, more specifically, to intelligent context sharing and task performance among a collection of devices with intelligent automated assistant capabilities. An example method includes, at a first electronic device participating in a context-sharing group associated with a first location: receiving a user voice input; receiving, from a context collector, an aggregate context of the context-sharing group; providing at least a portion of the aggregate context and data corresponding to the user voice input to a remote device; receiving, from the remote device, a command to perform one or more tasks and a device identifier corresponding to a second electronic device; and transmitting the command to the second electronic device based on the device identifier, wherein the command causes the second electronic device to perform the one or more tasks.Type: GrantFiled: May 3, 2021Date of Patent: March 5, 2024Assignee: Apple Inc.Inventors: Bryan Hansen, Nikrouz Ghotbi, Yifeng Gui, Xinyuan Huang, Benjamin S. Phipps, Eugene Ray, Mahesh Ramaray Shanbhag, Jaireh Tecarro, Sumit Wattal
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Patent number: 11915094Abstract: A sample analysis system and a sample management method are provided. The sample analysis system includes: one or more analysis devices configured to test a sample; a scanning component configured to scan the sample to obtain scanning information before testing the sample by the analysis devices; an image information obtaining component configured to acquire image information of a region in the sample containing a sample identifier; a processor configured to identify the sample identifier of the sample according to at least one of the scanning information or the image information of the sample. The system can obtain the sample identifier of a sample in two ways, thus improving the efficiency of sample test.Type: GrantFiled: March 30, 2022Date of Patent: February 27, 2024Assignee: Shenzhen Mindray Bio-Medical Electronics Co., Ltd.Inventors: Xinyuan Huang, Fanshun Zeng
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Patent number: 11847500Abstract: A method can include receiving, at a workflow controller, a machine learning workflow, the machine learning workflow associated with a first task and a second task. The first task is training a machine learning model and the second task is deploying the model. The method can include segmenting, by the workflow controller, the machine learning workflow into a first sub-workflow associated with the first task and a second sub-workflow associated with the second task, assigning a first workflow agent to the first sub-workflow and assigning a second workflow agent to the second sub-workflow, selecting, by the first workflow agent and based on first resources needed to perform the first task, a first cluster for performing the first task and selecting, by the second workflow agent and based on second resources needed to perform the second task, a second cluster for performing the second task.Type: GrantFiled: December 11, 2019Date of Patent: December 19, 2023Assignee: Cisco Technology, Inc.Inventors: Johnu George, Sourav Chakraborty, Amit Kumar Saha, Debojyoti Dutta, Xinyuan Huang, Adhita Selvaraj
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Publication number: 20230393896Abstract: Systems, methods, and computer-readable media are disclosed for a dynamic and intelligent machine learning scheduling platform for running multiple machine learning models simultaneously. The present technology includes receiving output data of a first machine learning model running on an edge device. Further, the present technology includes accessing a set of dynamic rules for scheduling a second machine learning model to run on the edge device. As follows, the present technology includes determining to run the second machine learning model on the edge device in accordance with the set of rules where the first machine learning model and the second machine learning model are run on the edge device in parallel.Type: ApplicationFiled: June 2, 2022Publication date: December 7, 2023Inventors: Ashutosh Arwind Malegaonkar, Patrick James Riel, Xinyuan Huang, Elvira Dzhuraeva
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Patent number: 11765209Abstract: This relates to intelligent automated assistants and, more specifically, to intelligent context sharing and task performance among a collection of devices with intelligent automated assistant capabilities. An example method includes, at a first electronic device participating in a context-sharing group associated with a first location: receiving a user voice input; receiving, from a context collector, an aggregate context of the context-sharing group; providing at least a portion of the aggregate context and data corresponding to the user voice input to a remote device; receiving, from the remote device, a command to perform one or more tasks and a device identifier corresponding to a second electronic device; and transmitting the command to the second electronic device based on the device identifier, wherein the command causes the second electronic device to perform the one or more tasks.Type: GrantFiled: May 5, 2021Date of Patent: September 19, 2023Assignee: Apple Inc.Inventors: Bryan Hansen, Nikrouz Ghotbi, Yifeng Gui, Xinyuan Huang, Benjamin S. Phipps, Eugene Ray, Mahesh Ramaray Shanbhag, Jaireh Tecarro, Sumit Wattal
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Publication number: 20230290352Abstract: An example method includes, at an electronic device: receiving an indication of a notification; in accordance with receiving the indication of the notification: obtaining one or more data streams from one or more sensors; determining, based on the one or more data streams, whether a user associated with the electronic device is speaking; and in accordance with a determination that the user is not speaking: causing an output associated with the notification to be provided.Type: ApplicationFiled: May 19, 2023Publication date: September 14, 2023Inventors: William M. YORK, Rebecca P. FISH, Gagan A. GUPTA, Xinyuan HUANG, Heriberto NIETO, Benjamin S. PHIPPS, Kurt PIERSOL
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Patent number: 11740935Abstract: In one embodiment, a method for FPGA accelerated serverless computing comprises receiving, from a user, a definition of a serverless computing task comprising one or more functions to be executed. A task scheduler performs an initial placement of the serverless computing task to a first host determined to be a first optimal host for executing the serverless computing task. The task scheduler determines a supplemental placement of a first function to a second host determined to be a second optimal host for accelerating execution of the first function, wherein the first function is not able to accelerated by one or more FPGAs in the first host. The serverless computing task is executed on the first host and the second host according to the initial placement and the supplemental placement.Type: GrantFiled: November 4, 2021Date of Patent: August 29, 2023Assignee: Cisco Technology, Inc.Inventors: Komei Shimamura, Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta
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Publication number: 20230237779Abstract: Systems, methods, and computer-readable media are disclosed for dynamically adjusting a configuration of a pre-processor and/or a post-processor of a machine learning system. In one aspect, a machine learning system can receive raw data at a pre-processor where the pre-processor being configured to generate pre-processed data, train a machine learning model based on the pre-processed data to generate output data, process the output data at a post-processor to generate inference data, and adjust, by a controller, configuration of one or a combination of the pre-processor and the post-processor based on the inference data.Type: ApplicationFiled: January 24, 2022Publication date: July 27, 2023Inventors: Elvira Dzhuraeva, Xinyuan Huang, Ashutosh Arwind Malegaonkar, Patrick James Riel
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Publication number: 20230236960Abstract: Systems, methods, and computer-readable media are disclosed for validating a machine learning model. In one aspect, a machine learning model validation system can receive a test machine learning model, analyze an output of the test machine learning model, determine a degree of similarity between the test machine learning model and one or more machine learning models stored in a database based on the output of the test machine learning model, and determining whether the test machine learning model complies with a set of validation rules based on the degree of the similarity with respect to one or more thresholds.Type: ApplicationFiled: January 24, 2022Publication date: July 27, 2023Inventors: Elvira Dzhuraeva, Patrick James Riel, Xinyuan Huang, Ashutosh Arwind Malegaonkar
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Patent number: 11709704Abstract: In one embodiment, a method for FPGA accelerated serverless computing comprises receiving, from a user, a definition of a serverless computing task comprising one or more functions to be executed. A task scheduler performs an initial placement of the serverless computing task to a first host determined to be a first optimal host for executing the serverless computing task. The task scheduler determines a supplemental placement of a first function to a second host determined to be a second optimal host for accelerating execution of the first function, wherein the first function is not able to accelerated by one or more FPGAs in the first host. The serverless computing task is executed on the first host and the second host according to the initial placement and the supplemental placement.Type: GrantFiled: August 20, 2021Date of Patent: July 25, 2023Assignee: Cisco Technology, Inc.Inventors: Komei Shimamura, Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta
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Patent number: 11705130Abstract: An example method includes, at an electronic device: receiving an indication of a notification; in accordance with receiving the indication of the notification: obtaining one or more data streams from one or more sensors; determining, based on the one or more data streams, whether a user associated with the electronic device is speaking; and in accordance with a determination that the user is not speaking: causing an output associated with the notification to be provided.Type: GrantFiled: November 12, 2021Date of Patent: July 18, 2023Assignee: Apple Inc.Inventors: William M. York, Rebecca P. Fish, Gagan A. Gupta, Xinyuan Huang, Heriberto Nieto, Benjamin S. Phipps, Kurt Piersol
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Publication number: 20230042836Abstract: The present disclosure relates to resolving natural language ambiguities with respect to a simulated reality setting. In an exemplary embodiment, a simulated reality setting having one or more virtual objects is displayed. A stream of gaze events is generated from the simulated reality setting and a stream of gaze data. A speech input is received within a time period and a domain is determined based on a text representation of the speech input. Based on the time period and a plurality of event times for the stream of gaze events, one or more gaze events are identified from the stream of gaze events. The identified one or more gaze events is used to determine a parameter value for an unresolved parameter of the domain. A set of tasks representing a user intent for the speech input is determined based on the parameter value and the set of tasks is performed.Type: ApplicationFiled: October 19, 2022Publication date: February 9, 2023Inventors: Niranjan MANJUNATH, Scott M. ANDRUS, Xinyuan HUANG, William W. LUCIW, Jonathan H. RUSSELL
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Patent number: 11542482Abstract: The present invention discloses rice serine hydroxymethyltransferase coded gene OsSHM4 mutants and application thereof. The rice serine hydroxymethyltransferase coded gene mutants are obtained in a manner that T at a 461st position of a CDS sequence region of a wild type rice OsSHM4 gene is mutated to C, so that coded amino acids thereof are mutated from leucine to proline. A CDS sequence of the wild type rice OsSHM4 gene is shown in SEQ ID NO. 1. After mutation of serine hydroxymethyltransferase coded genes OsSHM4, under a field experiment condition, S and Se content of rice shoots is remarkably improved without influencing biomass of rice. After wild type serine hydroxymethyltransferase coded genes OsSHM4 are genetically modified to complement the mutants, S and Se content of shoots of complemented strains is restored to that of wild type rice water planting.Type: GrantFiled: January 28, 2020Date of Patent: January 3, 2023Assignee: NANJING AGRICULTURAL UNIVERSITYInventors: Fangjie Zhao, Jie Chen, Zhong Tang, Xinyuan Huang
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Publication number: 20220374727Abstract: This relates generally to intelligent automated assistants and, more specifically, to provide intelligent device selections by the intelligent automated assistants for performing requested actions. An example method includes, at an electronic device receiving a user request from a user, identifying the user, a domain type of the user request, and one or more electronic devices available for handling the user request; retrieving one or more historical interactions involving at least one of the identified user, the domain type, and the one or more electronic devices, generating metadata based on the one or more historical interactions, location information of the one or more electronic devices, and context information associated with the one or more electronic devices; identifying a delivery device by interpreting the metadata using a preference model; and transmitting a response command to the delivery device for providing the result output.Type: ApplicationFiled: May 16, 2022Publication date: November 24, 2022Inventors: Bryan HANSEN, Xinyuan HUANG, Benjamin S. PHIPPS, Asia SUAREZ, Kenny TANG, Jaireh TECARRO
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Patent number: 11507183Abstract: The present disclosure relates to resolving natural language ambiguities with respect to a simulated reality setting. In an exemplary embodiment, a simulated reality setting having one or more virtual objects is displayed. A stream of gaze events is generated from the simulated reality setting and a stream of gaze data. A speech input is received within a time period and a domain is determined based on a text representation of the speech input. Based on the time period and a plurality of event times for the stream of gaze events, one or more gaze events are identified from the stream of gaze events. The identified one or more gaze events is used to determine a parameter value for an unresolved parameter of the domain. A set of tasks representing a user intent for the speech input is determined based on the parameter value and the set of tasks is performed.Type: GrantFiled: September 16, 2020Date of Patent: November 22, 2022Assignee: Apple Inc.Inventors: Niranjan Manjunath, Scott M. Andrus, Xinyuan Huang, William W. Luciw, Jonathan H. Russell
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Publication number: 20220222456Abstract: A sample analysis system and a sample management method are provided. The sample analysis system includes: one or more analysis devices configured to test a sample; a scanning component configured to scan the sample to obtain scanning information before testing the sample by the analysis devices; an image information obtaining component configured to acquire image information of a region in the sample containing a sample identifier; a processor configured to identify the sample identifier of the sample according to at least one of the scanning information or the image information of the sample. The system can obtain the sample identifier of a sample in two ways, thus improving the efficiency of sample test.Type: ApplicationFiled: March 30, 2022Publication date: July 14, 2022Inventors: Xinyuan HUANG, Fanshun ZENG
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Publication number: 20220068278Abstract: An example method includes, at an electronic device: receiving an indication of a notification; in accordance with receiving the indication of the notification: obtaining one or more data streams from one or more sensors; determining, based on the one or more data streams, whether a user associated with the electronic device is speaking; and in accordance with a determination that the user is not speaking: causing an output associated with the notification to be provided.Type: ApplicationFiled: November 12, 2021Publication date: March 3, 2022Inventors: William M. YORK, Rebecca P. FISH, Gagan A. GUPTA, Xinyuan HUANG, Heriberto NIETO, Benjamin S. PHIPPS, Kurt PIERSOL
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Publication number: 20220058054Abstract: In one embodiment, a method for FPGA accelerated serverless computing comprises receiving, from a user, a definition of a serverless computing task comprising one or more functions to be executed. A task scheduler performs an initial placement of the serverless computing task to a first host determined to be a first optimal host for executing the serverless computing task. The task scheduler determines a supplemental placement of a first function to a second host determined to be a second optimal host for accelerating execution of the first function, wherein the first function is not able to accelerated by one or more FPGAs in the first host. The serverless computing task is executed on the first host and the second host according to the initial placement and the supplemental placement.Type: ApplicationFiled: November 4, 2021Publication date: February 24, 2022Inventors: Komei Shimamura, Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta
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Publication number: 20220043673Abstract: In one embodiment, a method for FPGA accelerated serverless computing comprises receiving, from a user, a definition of a serverless computing task comprising one or more functions to be executed. A task scheduler performs an initial placement of the serverless computing task to a first host determined to be a first optimal host for executing the serverless computing task. The task scheduler determines a supplemental placement of a first function to a second host determined to be a second optimal host for accelerating execution of the first function, wherein the first function is not able to accelerated by one or more FPGAs in the first host. The serverless computing task is executed on the first host and the second host according to the initial placement and the supplemental placement.Type: ApplicationFiled: August 20, 2021Publication date: February 10, 2022Inventors: Komei Shimamura, Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta