查看: 1054|回复: 1
收起左侧

[招生] Full time RA招聘|香港科技大学(广州)推荐系统和自然语言处理方向

|只看干货
palin | 显示全部楼层 |阅读模式
本楼: 👍   0% (0)
 
 
0% (0)   👎
全局: 👍   0% (0)
 
 
0% (0)    👎
招生
学校名称: 香港科技大学(广州校区)
专业: DataScience/Analytics
入学年度: 2022
入学学期: Spring

注册一亩三分地论坛,查看更多干货!

您需要 登录 才可以下载或查看附件。没有帐号?注册账号

x
Full-time Research Assistant in the Dept. of HKUST GZ DSA Link:https://www.cse.ust.hk/~hunkim/ra2022.html

1. About DeepSE Lab
We are working on mining software engineering using deep learning including bug prediction and fix generation, and now our lab is extending our interest into general deep learning and recommendation areas using Neural Attention, GNN, and various recent models. Our lab has published research papers at the top venues including @CVPR @ISSTA @ICSE @ASE @ICSE and won many best paper awards. Our lab graduates got faculty positions in various universities and research positions at world-class industries such as Google. We are looking for talented and self-motivated research assistants (RAs) to work on groundbreaking, real-world problems.

2. HKUST RA Job Description
You will have the opportunity to address real-world problems using deep learning techniques, in the field of recommender systems or natural language processing.
(1) Recommender systems
  • Surveying and implementing recommendation algorithms
  • Recommendation algorithms based on CF, Graph, Transformer, RL, etc.
  • Bias and debias algorithms
  • Personalized recommendation system
  • Efficient algorithms for large-scale recommendation system
  • Developing recommendation systems used in actual services


    (2) Natural language processing
What you will do:
  • Present and discuss literature reviews
  • Reproduce SOTA models and upload to internal leaderboard
  • Develop new models and publish academic papers
  • Main areas of interest include the following:
  • Information extraction: Entity recognition, entity disambiguation, aspect-based sentiment analysis (ABSA), etc.
  • Information retrieval: Dense retrieval, learning to rank, approximate nearest neighbors, etc.
  • Document understanding: Post-OCR parsing, table identification and extraction, etc.


3. Qualifications
  • Strong background in mathematics, computer science, deep learning techniques and technical trends
  • Strong implementation skills
  • Good communication skills in English


4. Employment Type & Salary
  • Full-time (6 months or more, 18,000HKD/month )


5. Benefits
  • Work remotely (Anywhere on Earth)
  • Work under the supervision of Sung Kim and other HKUST faculty
  • Provide enough computing resources including GPU and/or cloud credits
  • Being inspired your future research through dealing with real-world problems and data from industry
  • Considered as a Ph.D. candidate in 2023 with a priority
  • Will have strong recommendation letters for other jobs and universities (if needed)


6. Application
Send your cover letter, CV, and GitHub ID to hunkim@cse.ust.hk. Please title [RA2022] Your Name - your interest (one or two words)


上一篇:George Mason University 自动控制方向诚招博士生
下一篇:Momentum Lab@U of Alberta, Amii Canada招收22Fall PhD/MS(全奖), Postdoc(长期有效)
Randy_sW 2022-3-9 17:04:11 | 显示全部楼层
本楼: 👍   0% (0)
 
 
0% (0)   👎
全局: 👍   0% (0)
 
 
100% (3)    👎
老师 请问RA现在还开放申请吗?
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 注册账号
隐私提醒:
  • ☑ 禁止发布广告,拉群,贴个人联系方式:找人请去🔗同学同事飞友,拉群请去🔗拉群结伴,广告请去🔗跳蚤市场,和 🔗租房广告|找室友
  • ☑ 论坛内容在发帖 30 分钟内可以编辑,过后则不能删帖。为防止被骚扰甚至人肉,不要公开留微信等联系方式,如有需求请以论坛私信方式发送。
  • ☑ 干货版块可免费使用 🔗超级匿名:面经(美国面经、中国面经、数科面经、PM面经),抖包袱(美国、中国)和录取汇报、定位选校版
  • ☑ 查阅全站 🔗各种匿名方法

本版积分规则

>
快速回复 返回顶部 返回列表