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Creative

Research

I am interested in systems for machine learning, particularly in accelerated and distributed computing.

Publications

NeurIPS 2025

LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision

Anthony Fuller, Yousef Yassin, Junfeng Wen, Tarek Ibrahim, Daniel G. Kyrollos, James R. Green, Evan Shelhamer

Advances in Neural Information Processing Systems (NeurIPS), 2025, vol. 38, pp. 96710–96748

BibTeX
@inproceedings{fuller2025lookwhere,
  title         = {{LookWhere}? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision},
  author        = {Anthony Fuller and Yousef Yassin and Junfeng Wen and Tarek Ibrahim and Daniel G. Kyrollos and James R. Green and Evan Shelhamer},
  booktitle     = {Advances in Neural Information Processing Systems (NeurIPS)},
  year          = {2025},
  volume        = {38},
  pages         = {96710--96748},
  doi           = {10.52202/085713-2910},
  eprint        = {2505.18051},
  archivePrefix = {arXiv},
  url           = {https://neurips.cc/virtual/2025/loc/san-diego/poster/117306}
}

Research projects

Research positions

  1. Engineering Capstone Project

    Carleton University · Prof. James Green

    • Building a portable numerical computing library for high-performance systems.

  2. Google Summer of Code Contributor

    The Apache Software Foundation (ASF), Apache HTTP Server Project - Powers 25% of the WWW · Mentor: Jean-Frederic Clere (ASF Member)

    • Wrote mod_http3, HTTP/3 for the Apache HTTP Server: over 6k lines of C, 61 signed releases, and patches proposed upstream to httpd.

  3. Research Assistant

    cuBIC Lab, Carleton University · Prof. James Green

    • Deep learning for embedded health monitoring; co-author of LookWhere? (NeurIPS 2025); I-CUREUS peptide research internship.

  4. Research Student

    Advanced Real-Time Simulation Lab (ARSLab), Carleton University · Prof. Cristina Ruiz

    • Built and validated DEVS simulation models in CADMIUM.

  5. Research Student

    Carleton University · Prof. Safa Bidawii

    • Implemented and trained a Deep Q-Network (DQN) on Gymnasium classic-control and Atari tasks on Digital Research Alliance of Canada (DRAC) HPC clusters.

Teaching

  1. SYSC 3310 Introduction to Real-Time Systems

    Teaching Assistant, Carleton University

  2. SYSC 3006 Computer Organization and Architecture

    Teaching Assistant, Carleton University

  3. SYSC 1006 Foundations of Imperative Programming

    Teaching Assistant, Carleton University

  4. SYSC 2310 Introduction to Digital Systems

    Teaching Assistant, Carleton University

Talks

  • Local AI Deployment with Ollama and DockercuHacking2025
  • The Importance of AI ReasoningCU@Kanata2024
  • CUAIS Innovation LabCarleton University2024