Research Fellow
CurrentHer duty is to conduct academic researches on graph-based algorithms including GNN and GNN-based explainers.
Jun 2023 - Present
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林丹丹 Email & Phone Number
Research Fellow @ Shenzhen institute of Computing Sciences
at
深圳计算科学研究院
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Role
Research Fellow @ Shenzhen institute of Computing Sciences
Location
Kowloon City District, Hong Kong Sar, Hong Kong
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林丹丹 is listed as Research Fellow @ Shenzhen institute of Computing Sciences at 深圳计算科学研究院, based in Kowloon City District, Hong Kong Sar, Hong Kong. AeroLeads shows a matched LinkedIn profile for 林丹丹.
林丹丹 previously worked as Research Fellow at 深圳计算科学研究院 and Researcher at 腾讯. 林丹丹 holds 博士学位, Computer Science from 香港科技大学.
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深圳计算科学研究院
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About 林丹丹
Currently, her research interests includes but not limited to the graph neural networks-based models, large scale recommendation models, efficient algorithms on graphs, explanations on GNN models, and etc.In Jan. 2021, she got her PhD degree from CSE department in HKUST.In her PhD research life, her research interests focus on efficient algorithm design with rigorous bounds on the large-scale graphs, especially similarity measurements algorithms (such as Personalized PageRank, Random Walk with Restart and Manifold Ranking).
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6 roles
林丹丹 work experience
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Apr 2021 - Jun 2023
Research Consultant
@ Computer Science and Engineering Department. The duty is to collaborate the graph-based researches with Prof. Raymond Chi-Wing Wong.
Feb 2021 - Apr 2021
Research Intern
@ the recommendation and search lab under 2012 lab. The duty is to explore the relationship between graph convolutional networks (GCN) and the traditional graph-based algorithm (especially, the similarity measurements widely used in the deep learning-based models).
Aug 2020 - Jan 2021
Softwar Engineer Intern
Work for the development of an open-source framework called CrossWalk which aims to help Android or IOS developer to develop the APP by using Javascript only.
Jul 2014 - Nov 2014
Software Engineer Intern
Oct 2013 - Mar 2014
2 education records
林丹丹 education
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What company does 林丹丹 work for?
林丹丹 works for 深圳计算科学研究院.
What is 林丹丹's role at 深圳计算科学研究院?
林丹丹 is listed as Research Fellow @ Shenzhen institute of Computing Sciences at 深圳计算科学研究院.
Where is 林丹丹 based?
林丹丹 is based in Kowloon City District, Hong Kong Sar, Hong Kong while working with 深圳计算科学研究院.
What companies has 林丹丹 worked for?
林丹丹 has worked for 深圳计算科学研究院, 腾讯, 香港科技大学, 华为, and 英特尔.
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What schools did 林丹丹 attend?
林丹丹 holds 博士学位, Computer Science from 香港科技大学.
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