当前位置：网站首页>Doctoral application | West Lake University Learning and reasoning system laboratory recruits postdoctoral / doctoral / research internship, etc

Doctoral application | West Lake University Learning and reasoning system laboratory recruits postdoctoral / doctoral / research internship, etc

2022-07-04 13:55:00 【PaperWeekly】

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West Lake University

Laboratory of learning and reasoning system, School of engineering, West Lake University （Learning and INference Systems Laboratory,LINs Lab）, Focus on the theoretical research of deep learning optimization and generalization , And is committed to applying the theoretical results to high efficiency 、 Implementation of robust learning and reasoning system . The main research direction of the Laboratory / Interest is ：

1. Distributed deep learning and reasoning system （ Like correspondence 、 Computational efficiency , And the robustness of spatiotemporal heterogeneous data ）;

2. Out of distribution generalization ;

3. Deep learning basic theory , Training dynamics of deep learning .

Laboratory director （PI） For Dr. Lin Tao , It is expected that 2022 At the end of the year, he joined the Engineering School of West Lake University , Serve as a distinguished researcher 、 assistant professor 、 Doctoral supervisor .

Laboratory home page ：

https://lins-lab.github.io/

Introduction to the tutor

Dr. Lin Tao received his bachelor's degree from Zhejiang University , Federal Institute of technology, Lausanne, Switzerland （EPFL） Get a doctorate , During his doctorate, he studied with well-known scholars in the field of distributed algorithms Martin Jaggi Professor and well-known scholar in the field of computer architecture Babak Falsafi professor . near 5 In, the relevant research results reached 20 More than one paper , Mainly published at top machine learning conferences such as ICML、NeurIPS、ICLR On . According to Google academic statistics , The quotation of the paper reaches 1500 Remaining times （ By 2022 year 06 month ）,H Index 16. Perennial ICML、NeurIPS、ICLR、TPAMI Reviewers of top conferences and journals in the field of machine learning .

recruit students / Recruitment post

Post-doctoral （1-3 name ）、 Doctoral candidate （1-3 name 2023 Enter school in autumn ）、 Research Assistant / Several research interns .

notes 1： because PI The reason for your entry time , The entry time of the recruited salaried position shall be 2023 year 1 month 1 After number .PI Applicants are welcome to contact us in advance for consultation and Application , The candidates are encouraged to adopt a laboratory based research model and atmosphere 、 Common research interests of both sides 、 Make a preliminary exploration in personal future planning , Such as various forms of remote scientific research exchanges and cooperation , To achieve responsible two-way choice . For students who are interested in studying for a doctorate at home and abroad , You are also welcome to join the team in the form of research internship .

notes 2: Doctoral students are jointly trained with Zhejiang University , Apply for the examination system ; Every year, 9 month 、12 month 、 And the next year 3 There are many admissions interviews in January . Please refer to the official website for application details ：

https://www.westlake.edu.cn/admissions_aid/graduate/

Job description

The laboratory will provide stable working environment and first-class research platform for the selected candidates , And support personal career development according to interests and needs ：

1. Rich computing resources ;

2. Relatively pure scientific research environment ： The laboratory follows the research mode of international top laboratories , With high quality 、 Guided by internationally influential academic papers ;

3. Scientific research guidance ：

If the candidate comes from other fields （ Such as Applied Mathematics ） Or at the beginning of a research career , But full of enthusiasm for deep learning , Be able to self drive continuous learning , that PI It will provide many specific scientific research guidance and solid scientific research training , In the early stage, a pair of belt leaders are selected to get started .
If the candidate has made some achievements in the field of deep learning , that PI It will be based on the common interests of the laboratory and the selected individual , Discuss the general direction of research , And provide other cooperative resources and valuable research discussions .

4. Scientific research exchange and cooperation ： The laboratory encourages between team members 、 Relevant academic teams at home and abroad （ Universities and enterprises ） Carry out scientific research exchanges and cooperation in multiple directions and angles . Provide participation in offline top international conferences 、 Opportunities for academic exchange activities such as summer schools , Encourage doctoral students to practice and conduct joint research in domestic and foreign Internet companies ;

5. For those who perform well , The research group will provide support for their further study or work . team PI Many of the students under his guidance have been admitted to the top prestigious universities offer Internship with well-known enterprises / Work offer, Such as CMU、ETH、EPFL、University of Toronto、Google、Oracle、Salesforce research、ByteDance、Bloomberg etc. ;

The winner will receive ：

1. Have made some achievements in the following fields , Opportunities to publish high-level and influential top conference papers ：

（ Distributed ） Optimization and generalization theory of deep learning
Distributed deep learning algorithm and system （ Efficiency and robustness ）
Efficient learning and reasoning method based on Neural Network

For more research directions, please refer to ：

https://lins-lab.github.io/openings/

2. With other team members in the Laboratory 、 Opportunities for well-known scholars at home and abroad to exchange and cooperate . Postdoctoral students can participate in the joint guidance of the Laboratory 、 Research assistants and research interns , Or guide research interns alone ; Senior doctoral students can recruit and guide research interns .

requirement

1. Good communication skill 、 Teamwork spirit ;

2. Have deep interest in the basic research and application of deep learning , Willing to think independently , Eager to make high quality 、 Influential scientific research achievements ;

3. Enough self-improvement and pressure resistance （ Reference resources ICML/NeurIPS/ICLR submission due）;

4. Good English listening, speaking, reading and writing skills ;

5. Solid mathematical foundation and proficient in a programming technology ;

6. Applicants for post doctoral positions need to have obtained or will obtain in computer 、 Electronics 、 control 、 Applied Mathematics 、 statistical 、 Doctorate in operations research and other fields ; Doctoral candidate 、 Applicants for the position of scientific research assistant need to work in it / You should obtain a bachelor's degree or above before admission , And have outstanding ability in mathematics or programming .

Pay at work

Post-doctoral 、 Research Assistant 、 Positions such as scientific research internship will be given preferential treatment according to personal scientific research ability and relevant regulations , One person, one thing, one discussion , And provide salary subsidies according to scientific research achievements . Doctoral scholarships are generous , Stable, timely and full payment , Students can focus on scientific research . For particularly excellent doctoral students , There are also high scholarships such as Dean's scholarship .

For postdoctoral candidates , The laboratory will assist in applying for postdoctoral related projects . For those who have received the support of China Postdoctoral Science Foundation and the post doctoral merit program of Zhejiang Province , Hangzhou gives 1:1 Supporting support . Leave Hangzhou for exit （ Laihang ） Working postdoctoral , Hangzhou gives everyone 40 Ten thousand yuan subsidy . For more policies, see 《 Hangzhou postdoctoral funding policy and funding application 》：

https://review.hzrs.hangzhou.gov.cn/Index/Index/viewNews/id/162

Application method

Please put the following materials in PDF Send to [email protected] mailbox , Please indicate the email title ：“ Application [ Job title ]+[ Applicant's name ]”, For those who meet the requirements and pass the preliminary examination , An interview will be arranged by email . If there are any other questions , Welcome to email for consultation （ Please also pay the materials ）. The recruitment notice is valid before the post is filled .

1. curriculum vitae ;

2. Representative results （ If published / Submitting academic papers 、 Project report 、 school report 、GitHub Homepage and other materials that can prove the applicant's scientific research and learning ability ）.

Internship extrapolation

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Social recruitment post

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当前位置：网站首页>Doctoral application | West Lake University Learning and reasoning system laboratory recruits postdoctoral / doctoral / research internship, etc

Doctoral application | West Lake University Learning and reasoning system laboratory recruits postdoctoral / doctoral / research internship, etc

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