Yuqing Tang

Yuqing Tang Email and Phone Number

A Roboticist with real world deep LLMs experiences | ex-CMU-RI ex-Microsoft ex-Facebook ex-Amazon @ IDEA
Shenzhen, Guangdong, China
Yuqing Tang's Location
Kirkland, Washington, United States, United States
Yuqing Tang's Contact Details

Yuqing Tang work email

Yuqing Tang personal email

Yuqing Tang phone numbers

About Yuqing Tang

Yuqing is a Roboticist with deep LLMs experiences. He is currently a Principal Scientist at IDEA (International Digital Economy Academy) leading science and engineering teams working on Lower Airspace Systems --- including but not limited to the following topics: distributed sensor networks, CNS+X, large scale multi-path and trajectory planning, large scale multi-vehicle coordination mechanism, large scale airspace simulation, deep learning for 3D environment models, planning, control and airspace in general, and etc.Previously Yuqing was a Senior Director at XPeng Motors (小鹏汽车) working on consumer robotic systems. Before that, he was a Senior Research Scientist at Alexa AI. Before Alexa AI, Yuqing was a research scientist at Facebook AI working on LLMs with applicaitons in multilingual and multi-modality machine translation. Before Facebook, he was a member of the Microsoft CNTK team working on general deep learning topics. Back to the academic time, Yuqing was at the Robotics Institute at Carnegie Mellon University first in 2012 as a postdoctoral fellow and later in 2015 as a project scientist. He has published more than 50 technical papers in Artificial Intelligence.Yuqing has been working on a broad range of AI topics with experiences and publication records across deep learning, NLP, multi-modality, unsuperivsed pretraining, self-learning; symblic AI paradigms, graphical models, hybrid symoblic and probabilistic models; robotics, human-robot interaction; probabilistic action planning, dialogues; multi-agent systems, trust modelling, and so on. He serves in the program committees of a few prestigious AI conferences --- AAAI, EJCAI, ECAI, AAMAS, NEURIPS, ICLR, PRIMA, COMMA (Computational Model of Arguments), and other international conferences on various AI topics, such as trust and privacy.  His long-term career goal is towards the integration of human knowledge (broadly defined, in texts and/or structural representation) and data-driven machine learning to achieve cognitive capability of AI systems.

Yuqing Tang's Current Company Details
IDEA

Idea

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A Roboticist with real world deep LLMs experiences | ex-CMU-RI ex-Microsoft ex-Facebook ex-Amazon
Shenzhen, Guangdong, China
Website:
idea.edu.cn
Employees:
106
Yuqing Tang Work Experience Details
  • Idea
    Idea
    Shenzhen, Guangdong, China
  • Idea
    Principal Research Scientist
    Idea Sep 2022 - Present
    深圳, 广东省, Cn
    Built and led science and engineering teams working on Lower Airspace Systems --- including but not limited to the following topics: distributed sensor networks and sensing fusion, communication, navigation, surveillance, airspace and air-route design, large scale multi-path and trajectory planning, large scale multi-vehicle coordination mechanism, large scale airspace simulation, deep learning for planning, control and airspace in general, and etc.
  • Xpeng Motors 小鹏汽车
    Sr. Director And Research Scientist
    Xpeng Motors 小鹏汽车 Sep 2021 - May 2022
    Guangzhou, Guangdong, Cn
    Built and led teams of research scientists and engineers on ambitious projects to reshape human-robot systems; advancing the state-of-the-art across areas of (but not limited to) robotics, natural language and speech processing, computer vision, dialogues, human-robot interaction, machine learning, cognitive models of humans, and other related fields.
  • Amazon
    Sr. Research Scientist
    Amazon Feb 2021 - Aug 2021
    Seattle, Wa, Us
    @Alexa AI working on self-learning topics for human-agent interaction, including but not limited to mulit-modality, multi-lingual LLMs, self-learning feed-back loops, common sense knowledge representation and reasoning, dialogues, NLU, NLG, and etc.
  • Facebook Ai
    Research Scientist
    Facebook Ai Nov 2018 - Jan 2021
    Worked on texts and speech data, multi-lingual, multi-modality LLMs @ Language and Translation Technology, Facebook AI.
  • Microsoft
    Applied Scientist Ii
    Microsoft Aug 2016 - Oct 2018
    Redmond, Washington, Us
    Team member of Microsoft Deep Learning Tool CNTK; developed deep learning models for text understanding and revenue prediction.
  • Carnegie Mellon University
    Project Scientist
    Carnegie Mellon University May 2015 - Aug 2016
    Pittsburgh, Pa, Us
  • Carnegie Mellon University
    Postdoctoral Research Fellow
    Carnegie Mellon University Feb 2012 - Feb 2014
    Pittsburgh, Pa, Us
    At CMU Robotics Institute, I was working on presenting positive and negative linkages from inconsistent and uncertain information to conclusions using an argumentation-based reasoning model. My approach involves ranking the premises and inferences with respect to human users' interests, and then re-organizing the presentation around the highest ranked information and inferences. In addition, an understandable logical structure (as argumentation) which reflects the linkages among the highest ranked information and inferences will be preserved. I am also working on bridging the presentation system to semantic web data (based on description logic).
  • The Graduate Center, City University Of New York
    Research Assistant
    The Graduate Center, City University Of New York Aug 2002 - Jan 2012
    Matrix egien problems and its connection to polynomial root-findings; agent-based simulation of family movement in response to school district performance and economic prosperity; implementing genetic algorithms for evolving market mechanisms in response to traders' behaviors; and others.
  • Brooklyn College, City University Of New York
    Adjunct Lecturer
    Brooklyn College, City University Of New York Sep 2010 - Dec 2010
    Lectured CISC 7414x Expert Systems (graduate level) --- knowledge representation and knowledge engineering. Created a new syllabus focusing on applying Bayesian networks for knowledge representation and inferences.
  • Ibm
    Research Intern
    Ibm Jun 2009 - Aug 2009
    Armonk, New York, Ny, Us
    Developed ontology based data conversion for distributed sensors.
  • Brooklyn College, City University Of New York
    Adjunct Instructor
    Brooklyn College, City University Of New York Jul 2006 - Aug 2006
    Brooklyn, New York, Us
    Lectured course CIS 1.0 – Computing: Its Nature, Power, and Limits
  • New York State Banking Department
    Graduate Assistant
    New York State Banking Department Jun 2005 - Aug 2005
    Collected banking data from multiple sources into databases
  • Cuny Institute For Software Design And Development, City University Of New York
    Part-Time Programmer
    Cuny Institute For Software Design And Development, City University Of New York Aug 2002 - May 2005
    – Designed and developed the career-center website using PostgreSQL, JSP, and JAVA– URL: http://career.cisdd.org
  • Billion Online Int’Ltd
    Software Engineer
    Billion Online Int’Ltd Mar 2001 - Aug 2002
    – Initiated this startup company– Initiated the project of ETALK(Voice over Internet) with OpenH323, C++ and pwlib– Integrated email systems (including webmail, mailing list, etc.) with qmail, ezmlm and sqwebmail, etc; rewrote part of them with C++
  • Vinside Information Technology Inc.
    Senior Software Engineer
    Vinside Information Technology Inc. Jan 2000 - Jan 2001
    – Initiated this startup company: the 2nd engineer; the 5th member; created the server-side architecture/infrastructure– Designed and implemented a multi-server instant messaging system targeting huge amount of users with C++, OpenLDAP, MYSQL, FreeBSD, Linux and etc.– Led a team to integrate instant messaging technology into office automation systems
  • Shenzhen University
    Programmer
    Shenzhen University Jun 1999 - Jan 2000
    – Designed and developed the “SHENZHEN city Planning Bureau Information Management System” for the Shenzhen City government budget planning. The system was done with Oracle 7.2, PowerBuilder and C++– Programmed for Network Model Research project with C++, ASP, Microsof SQLServer(part-time, 1997)

Yuqing Tang Skills

Artificial Intelligence Python C++ Java Computer Science Matlab Linux Distributed Systems Latex Algorithms Mysql Knowledge Representation Multi Agent Systems Data Analysis Programming Software Engineering Semantic Web Mathematical Modeling Machine Learning Deep Learning Markov Decision Processes High Performance Computing Vba Php Scala Javascript

Yuqing Tang Education Details

  • The Graduate Center, City University Of New York
    The Graduate Center, City University Of New York
    Computer Science
  • Shenzhen University
    Shenzhen University
    Computer Science

Frequently Asked Questions about Yuqing Tang

What company does Yuqing Tang work for?

Yuqing Tang works for Idea

What is Yuqing Tang's role at the current company?

Yuqing Tang's current role is A Roboticist with real world deep LLMs experiences | ex-CMU-RI ex-Microsoft ex-Facebook ex-Amazon.

What is Yuqing Tang's email address?

Yuqing Tang's email address is yu****@****eng.com

What is Yuqing Tang's direct phone number?

Yuqing Tang's direct phone number is +164625*****

What schools did Yuqing Tang attend?

Yuqing Tang attended The Graduate Center, City University Of New York, Shenzhen University.

What are some of Yuqing Tang's interests?

Yuqing Tang has interest in Multiagent (Ai) Planning, Intelligent Agent Interactions, Multi Robotics, Machine Learning, Science And Technology, Matrix Eigen Problems, Argumentation Systems, Inconsistency And Uncertainty Reasoning.

What skills is Yuqing Tang known for?

Yuqing Tang has skills like Artificial Intelligence, Python, C++, Java, Computer Science, Matlab, Linux, Distributed Systems, Latex, Algorithms, Mysql, Knowledge Representation.

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