mtuann / research-papers Goto Github PK

This repository contains R code for deploying a Shiny app that allows users to explore the research papers AI/ ML researchers have published. The app uses the shiny package in R to create an interactive web application.

• The app is deployed at https://mtuann.shinyapps.io/research-papers/.

• The app allows users to search for papers by title, author, venue, and year.

Currently, the app contains a subset of papers from the following topics:

• Federated Learning
• Backdoor Learning
• arXiv

The app is updated regularly with new papers.

To do:

• Machine Learning and Learning Theory (NeurIPS, ICML, ICLR, PMLR/ JMLR/ DMLR/ TMLR/ MLOSS)
• Natural Language Processing and Computational Linguistics (ACL, EMNLP, NAACL, COLING, TACL)
• Computer Vision and Pattern Recognition (CVPR, ICCV, ECCV, PAMI, IJCV)
• Artificial Intelligence and Machine Learning (AAAI, IJCAI, AAMAS, ECAI)
• Robotics and Automation (ICRA, IROS, RA-L, T-RO)
• Data Mining and Knowledge Discovery, Information Retrieval (KDD, ICDM, SDM, TKDD)
• Human-Computer Interaction (CHI, CSCW, UIST, TOCHI)
• Speech and Signal Processing (ICASSP, ISCA, INTERSPEECH, TASLP)
• Systems and Networking (NSDI, SOSP, OSDI, SIGCOMM, TOCS)
• Security and Privacy (CCS, USENIX Security, NDSS, TISSEC)
• Databases and Information Systems (SIGMOD, VLDB, ICDE, TODS, TIST)
• Computer Graphics and Computer-Aided Design (SIGGRAPH, TOG, TVCG, CAD, CAGD)
• Software Engineering and Programming Languages (ICSE, FSE, POPL, TSE, TOSEM)
• Theory and Algorithms (STOC, FOCS, SODA, JACM, TALG)

If you find this application useful, you can support me by buying me a coffee. You can use either Paypal or Techcombank (Vietnam).