\documentclass[pmlr]{jmlr}% PMLR (Proceedings of Machine Learning Research)
% Template for the 1st Workshop on Emerging AI Technologies for Music, as part of AAAI
% https://amaai-lab.github.io/EAIM2026/

% The following packages will be automatically loaded:
% amsmath, amssymb, natbib, graphicx, url, algorithm2e

% Additional packages
\usepackage{longtable}% for long tables
\usepackage{booktabs}% for professional tables (\toprule, \midrule, \bottomrule)
\usepackage[load-configurations=version-1]{siunitx}% for number alignment
\usepackage{enumitem}% for compact lists
\usepackage{subcaption}

% Workshop metadata
\jmlrvolume{303}
\jmlryear{2026}
\jmlrworkshop{EAIM2026 at AAAI}

% ==== Global Numbers (edit in one place) ====
% Main Model (REMI Transformer, 67M params)
\newcommand{\aucMain}{0.826}
\newcommand{\tprOne}{14.6\%}
\newcommand{\tprFive}{32.7\%}
\newcommand{\tprTen}{48.2\%}
\newcommand{\aucTFiftyTwo}{0.780}
\newcommand{\aucDebiased}{0.563}
\newcommand{\aucBaseline}{0.730}
\newcommand{\modelSize}{67M}
\newcommand{\datasetSize}{1{,}276}

% NotaGen (ABC, hierarchical GPT-2, ~45M params)
\newcommand{\aucNotaGen}{0.81}
\newcommand{\tprNotaGen}{12--15\%}
\newcommand{\notaGenSize}{45M}

% Meta-attacker features
\newcommand{\numFeatures}{9}

% Dataset splits
\newcommand{\numTrain}{962}
\newcommand{\numVal}{137}
\newcommand{\numTest}{177}

% Hyperparameters
\newcommand{\chunkLenREMI}{1024}
\newcommand{\topKValues}{\{32, 64, 128\}}
\newcommand{\numFolds}{5}

% ==== Title & Authors ====
\title{TS-RaMIA: Membership Inference Attacks for Symbolic Music Generation Models}

% Anonymous submission
\author{%
  \Name{Yuxuan Liu} \and
  \Name{Rui Sang} \and
  \Name{Peihong Zhang} \and
  \Name{Zhixin Li} \and
  \Name{Kunyang Zhang} \\ 
  %
  \Name{Shengyuan He} \and
  \Name{Ye Li} \and
  \Name{Kaiyi Xu} \and
  \Name{Shengchen Li}\\  
  %
  \addr Xi'an Jiaotong-Liverpool University, Suzhou, China\\
  %
  \Email{\{yuxuan.liu2204, rui.sang22, peihong.zhang20, zhixin.li22, kunyang.zhang23,}\\
  \Email{shengyuan.he23, ye.li23, kaiyi.xu23\}@student.xjtlu.edu.cn}\\
  \Email{Shengchen.Li@xjtlu.edu.cn}
}

% After acceptance, replace with actual authors:
% Example format for multiple authors at same institution:
% \author{\Name{Author Name1} \Email{an1@sample.com}\\
%   \Name{Author Name2} \Email{an2@sample.com}\\
%   \Name{Author Name3} \Email{an3@sample.com}\\
%   \addr Institution Name, Department, City, Country}
%
% Example format for authors at different institutions:
% \author{\Name{Author Name1} \Email{abc@sample.com}\\
%   \addr Institution 1
%   \AND
%   \Name{Author Name2} \Email{xyz@sample.com}\\
%   \addr Institution 2}

\begin{document}

\maketitle

% ==== Abstract ====
\input{sections/abstract}

% ==== Main Sections ====
\input{sections/introduction}
\input{sections/background}
\input{sections/threat_model}
\input{sections/method}
\input{sections/experimental_setup}
\input{sections/results}
\input{sections/ablations}
\input{sections/discussion}
\input{sections/ethics}
\input{sections/limitations}
\input{sections/conclusion}

% ==== Acknowledgments ====

% ==== Bibliography ====
\bibliography{eaim}

% ==== Appendix ====
\appendix
\input{sections/appendix}

% Note: Reproducibility section integrated into Appendix
% as per JMLR/PMLR style guidelines

\end{document}
