Sitemap

<div class="yeargroup">
  <h2 class="yeargroup__label">Projects</h2>
  <ul>
    
      <li><a href="https://agarwalishika.github.io/projects/diverse_text_gen">Generative Transformers for Diverse text Generation</a></li>
    
      <li><a href="https://agarwalishika.github.io/projects/gad_ms_thesis">[Master's Thesis] Active Graph Anomaly Detection</a></li>
    
      <li><a href="https://agarwalishika.github.io/projects/amugraph">Active Mix Up for Graph Anomaly Detection</a></li>
    
      <li><a href="https://agarwalishika.github.io/projects/mlk">Multilingual Knowledge: an Informal, Initial Study</a></li>
    
  </ul>
</div>
  

  
<div class="yeargroup">
  <h2 class="yeargroup__label">Publications</h2>
  <ul>
    
      <li><a href="https://agarwalishika.github.io/publications/hisarl">HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/quickans">QuickAns: A Virtual Teaching Assistant</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/neural_bandits">Neural Active Learning Beyond Bandits</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/treeinstruct">Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/delift">DELIFT: Data Efficient Language Model Instruction Fine-Tuning</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/lskextractor">Language Specific Knowledge: Do Models Know Better in X than in English?</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/nncift">Neural Networks for Learnable and Scalable Influence Estimation of Instruction Fine-Tuning Data</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/acquisitionsynthesis">AcquisitionSynthesis: Targeted Data Generation using Acquisition Functions</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/hotfixr">LLMs Get Smarter from Targeted Synthetic Multilingual Data</a></li>
    
      <li><a href="https://agarwalishika.github.io/publications/risingtide">A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality</a></li>
    
  </ul>
</div>
  

  
<div class="yeargroup">
  <h2 class="yeargroup__label">Talks</h2>
  <ul>
    
      <li><a href="https://agarwalishika.github.io/talks/2025-msld-nncift">Data Valuation using Neural Networks for Efficient Instruction Fine-Tuning</a></li>
    
  </ul>
</div>