Sam Blouir | Research

Sam Blouir

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Papers
- Hackathons
  - ADHD Trainer for Kids
    - Most Innovative Award
      (Harvard University)
  - Pre-Fall Predictions
    - Winner: #3 Overall
      (MIT Grandhack)
  - Skin-Vision for the Blind
    - Best Hardware Award
      (Princeton University)
- Project Pages
  - ACL 2025
    - Accelerating Reasoning with Structured Knowledge
      (Knowledge in Foundation Models)
  - CVPR 2025
    - CVPR 2025 Project Page
      (Project Page)
  - EMNLP 2025
    - SLICER: Streaming Long-Context Reasoning
      (Main Conference)
  - ICCV 2025
    - ICCV 2025 Project Page
      (Project Page)
  - ICML 2025
    - C2: Context Compression for Foundation Models
      (Foundation Models)
  - NeurIPS 2025
    - Puffer: Efficient Reasoning Under Tight Budgets
      (Main Conference)
- Selected Papers
  - EMNLP 2024
    - Birdie
      (Main Conference)
  - ACL 2025
    - Cooking Hallucinations
      (Main Conference)
  - ACM CHI 2025
    - Agents for Genomics
      (STAIG Workshop)
    - SLP Sidekick
      (STAIG Workshop)
  - COLM 2025
    - Information Extraction from Diverse Charts
      (Main Conference)
  - CVPR 2025
    - Birdie4SpaceWeather
      (UnCV Workshop)
  - EMNLP 2025
    - Sliding Streams
      (Main Conference)
  - ICLR 2025
    - BirdieDNA
      (ML4GenX Workshop)
    - BirdieGPS
      (EmbodiedAI Workshop)
  - Interspeech 2025
    - SLP Sidekick Demo
      (Show and Tell)
  - MASC-SLL 2025
    - Fusing Llama with State-Space Models
      (Extended Abstract)
  - NeurIPS 2025
    - Accelerate Reasoning
      (Main Conference)
  - ICASSP 2026
    - Log-Likelihood Guided Rewards for Audio QA
      (Main Conference)
- Workshops Organized
  - AAAI 2024
    - 1st FMs4Bio
      (Workshop Co-organizer)
  - AAAI 2025
    - 2nd FMs4Bio
      (Workshop Co-organizer)