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Jilei Tian

from Chicago, IL
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Related to:
Menglin Tian
Connected to:
Allen S Tian, 50Baohe Tian, 71Catherine Tian, 31Edward Tian, 28Frank Y Tian, 79Guoqing Q Tian, 61Huikai Tian, 53James Y Tian, 41Jessica Tian, 60John Tian, 52

Jilei Tian Phones & Addresses

  • Chicago, IL

Resumes

Resumes

Jilei Tian Photo 1

Research Manager At Bmw Technology, North America

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Location:
1209 Orange St, Wilmington, DE 19801
Industry:
Information Technology And Services
Work:
Bmw of North America, Llc
Research Manager at Bmw Technology, North America
Microsoft Apr 2014 - Oct 2014
Research Manager
Nokia Alliance Internet Services Co. Ltd. Aug 2012 - Apr 2014
Research Manager
Nokia Jan 2009 - Jul 2012
Principal Scientist and Research Leader
Nokia Research Center Finland Sep 1997 - Dec 2008
Senior Researcher
Education:
University of Eastern Finland 1996 - 1997
Doctorates, Doctor of Philosophy, Computer Science, Philosophy University of Eastern Finland 1994 - 1996
Xi'an Jiaotong University 1981 - 1988
Master of Science, Masters, Bachelors, Bachelor of Science, Biomedical Engineering Xi'an Jiaotong University 1985 - 1988
Master of Science, Masters, Medical Engineering Xi'an Jiaotong University 1981 - 1985
Bachelors, Bachelor of Science, Medical Engineering
Skills:
Research
Pattern Recognition
C
Natural Language Processing
Signal Processing
Management
Telecommunications
Microsoft Office
Powerpoint
Microsoft Excel
Speech Recognition
R&D
Mobile Applications
Word
Excel
Machine Learning
Mobile Devices
Algorithms
Data Mining
Big Data
Software Engineering
Modeling
Human Computer Interaction
C++
User Interface
Embedded Systems
Linux
Jilei Tian Photo 2

Lead Researcher And Research Manager

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Location:
Chicago, IL
Work:

Lead Researcher and Research Manager

Publications

Us Patents

Method, Computer Program, And Device For Controlling A Route

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US Patent:
20220228875, Jul 21, 2022
Filed:
Jan 20, 2021
Appl. No.:
17/152885
Inventors:
- Munich, DE
Won TCHOI - Barrington IL, US
Jilei TIAN - Chicago IL, US
Marko WERNER - Chicago IL, US
International Classification:
G01C 21/34
Abstract:
Embodiments relate to a method, a computer program and a device for controlling a route connecting a plurality of destinations in a road network. The method for controlling a route connecting a plurality of destinations in a road network comprises receiving input information. The input information comprises information about a situation with impact on the route. Furthermore, the method comprises recalculating a plurality of travel times between the plurality of destinations of the route, based on the received input information and distances between the plurality of destinations. Also, the method comprises providing output information about the recalculation, which comprises information about a dynamic change of the route.

Dialog System Capable Of Semantic-Understanding Mapping Between User Intents And Machine Services

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US Patent:
20210249001, Aug 12, 2021
Filed:
May 7, 2018
Appl. No.:
17/053621
Inventors:
- Muenchen, DE
Jilei TIAN - Chicago IL, US
International Classification:
G10L 15/18
G06N 3/04
G10L 15/26
G10L 15/16
Abstract:
A dialog system and intelligent personal assistant capable of semantic-understanding mapping between user intents and machine services includes an interface to receive a voice or text request from a user. Semantics of the request including at least one of entities, intent, or context are extracted from the user's request. A sequence of action features is selected based on the extracted semantics. A sequence of application programming interfaces (APIs) corresponding to the sequence of action features is then executed to generate a result. An action sequence optimizer may optimize the sequence of action features based on user configuration. The examples provide a technical solution to model a richer semantic-understanding mapping between user intents and available APIs, that will be greatly improving user experience in the spoken dialogue system, as core of personal assistant.

Predicted Destination By User Behavior Learning

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US Patent:
20210239479, Aug 5, 2021
Filed:
Jan 30, 2020
Appl. No.:
16/776617
Inventors:
- Muenchen, DE
Jilei TIAN - Chicago IL, US
International Classification:
G01C 21/34
G06N 5/04
G05B 13/02
G01C 21/32
G01C 21/36
B60H 1/00
Abstract:
A system, method and non-transitory computer-readable medium for predicting a trip destination of a user based on user behavior learning are provided. Historical behaviors and a target behavior of the user are received from a feature processing layer, and the received historical behaviors and the target behavior are embedded with features including a time and a location to produce a context modeling layer. A user modeling layer is produced by embedding the context modeling layer. A trip destination is predicted based on historical trip data and target trip data in the user modeling layer.

Hybrid Policy Dialogue Manager For Intelligent Personal Assistants

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US Patent:
20210124805, Apr 29, 2021
Filed:
Oct 23, 2019
Appl. No.:
16/661591
Inventors:
- Muenchen, DE
Jilei TIAN - Chicago IL, US
International Classification:
G06F 17/28
G10L 15/22
G10L 15/06
G10L 15/26
Abstract:
A method for providing responsive actions to user inputs in a multi-domain context includes receiving, by a speech-based user interface, a first speech input from a user and converting said first speech input into a text-based representation of the first speech input. A natural language processor processes the text-based representation to determine an intent, entity and internal state of the first speech input. The method further includes determining, by a model-based module based on the intent, entity and internal state, a first data processing policy to apply to the first speech input, wherein the first data processing policy is either a rules-based data processing policy applied by a rules-based module or a statistical model-based data processing policy applied by the model-based module. The first responsive action is generated by the determined first data processing module, and outputted via the speech-based user interface and/or a machine interface.

Method, Device, Cloud Service, System, And Computer Program For Smart Parking A Connected Vehicle

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US Patent:
20210019671, Jan 21, 2021
Filed:
Jun 18, 2018
Appl. No.:
16/975471
Inventors:
- Muenchen, DE
Alvin CHIN - Chicago IL, US
Qing LI - Chicago IL, US
Jilei TIAN - Chicago IL, US
Assignee:
Bayerische Motoren Werke Aktiengesellschaft - Muenchen
International Classification:
G06Q 10/02
G08G 1/14
H04W 4/021
H04W 4/02
G06Q 30/02
Abstract:
A method for smart parking a connected vehicle is disclosed. The method determines a destination of a user's vehicle based on the user's input or historic travel data of the user. The method receives information on available parking spots in a predefined area near the user's destination based on a parking database. The method receives an input to reserve a desired parking spot among the available parking spots. The method initiates an online check-in of the reserved parking spot in the parking database.

Method And Apparatus For Smartly Managing A Plurality Of Potential Travel Destinations Of A User

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US Patent:
20200200557, Jun 25, 2020
Filed:
Mar 2, 2020
Appl. No.:
16/806425
Inventors:
- Muenchen, DE
Jilei TIAN - Chicago IL, US
International Classification:
G01C 21/34
G01C 21/36
Abstract:
A method for smartly managing a plurality of potential travel destinations of a user is provided. The method includes determining a plurality of similarities between different pairs of the plurality of potential travel destinations. Further, the method includes weighting the plurality of similarities using contextual information related to the user, and clustering part of the plurality of potential travel destinations based on the plurality of weighted similarities.

Event System Leveraging User's Mobility Behavior

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US Patent:
20200160384, May 21, 2020
Filed:
Nov 21, 2018
Appl. No.:
16/198184
Inventors:
- Muenchen, DE
Olaf NIEBISCH - Neufahrn bei Freising, DE
Jilei TIAN - Chicago IL, US
Yang CAO - Chicago IL, US
International Classification:
G06Q 30/02
G06N 5/02
H04W 64/00
H04W 4/20
G06N 20/00
Abstract:
A system, method, and non-transitory computer-readable medium are provided which track mobility of a user via a vehicle and/or a portable electronic device to automatically and proactively provide enhanced service information to the user based on changes in behavior of the user. According to the method, data indicating a behavior pattern of the user is received from a memory, the mobility of the user is continuously tracked, and a determination is made of whether a change occurs in the behavior pattern of the user based on the mobility of the user. When it is determined that a change has occurred, a determination is made of the type of change in the behavior pattern, and based on the type of change, the service information is outputted to the user and/or a third party such as a financial service provider and the behavior pattern is periodically adapted according to the user's feedback.

Method And Apparatus For Determining A Travel Destination From User Generated Content

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US Patent:
20200143269, May 7, 2020
Filed:
Jan 8, 2020
Appl. No.:
16/736902
Inventors:
- Muenchen, DE
Alvin CHIN - Chicago IL, US
Michael GORELIK - Lake Zurich IL, US
James HU - Hoffman Estates IL, US
Qing LI - Chicago IL, US
Jilei TIAN - Chicago IL, US
International Classification:
G06N 5/04
G06N 20/00
G06Q 10/04
G06F 40/30
H04W 4/029
Abstract:
A method for determining a travel destination from user generated content is proposed. The method includes determining a text string in the user generated content that indicates a place or an address. Further, the method includes determining a plurality of potential travel destinations based on the text string. The method additionally includes determining similarities between the plurality of potential travel destinations and a plurality of reference positions assigned to the user, and ranking the plurality of potential travel destinations based on the similarities.
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Jilei Tian from Chicago, IL Get Report