This repository contains R code for deploying a Shiny app that enables users to explore research papers published by AI and ML researchers. The app utilizes the shiny package in R to create an interactive web application.
- The app is live at https://mtuann.shinyapps.io/research-papers/.
- Users can search for papers by:
- Title
- Author
- Venue
- Year
The app features a subset of papers from the following topics:
- Federated Learning
- Backdoor Learning
- FL - Awesome (by Yuwen Yang)
- Machine Unlearning
- Large Language Models
- Adversarial Learning
The app is regularly updated with new papers.
If you find this application helpful and would like to support its development, you can buy me a coffee using one of the following methods:
- Techcombank (Vietnam): 5877 5555 55 (Nguyen Thi Lan Phuong)
- PayPal or Credit/Debit Card: https://ko-fi.com/miutheladycat
The list of papers is collected from various reputable sources, including:
- Conferences and Journals:
- 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: 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
- Web and Social Media: WWW, WSDM, SIGIR, TOIS, TWEB
- Multimedia and Mobile Computing: MM, MMSys, TOMCCAP, TMM, TMC