Scholar
Willis Guo
Google Scholar ID: Orm_3AsAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
26
H-index
2
i10-index
2
Publications
3
Co-authors
0
Publications
Resume (English only)
Research Experience
- 1. ML Research Engineer Intern @ Scale AI (May 2025 - Present), San Francisco, CA. Systems optimizations for distributed online RL training of LLMs / Test-time scaling laws for online RL.
- 2. ML Research Intern, Multimodal @ Carnegie Mellon University (Sep. 2024 - May 2025), Pittsburgh, PA. Post-training VLMs for tool-use and multimodal CoT reasoning / Inference-time algorithms for long-form video reasoning.
- 3. SDE Intern @ Amazon Web Services (Jul. 2024 - Aug. 2024), Vancouver, CAN. ML for anomaly detection for denial-of-service attacks.
- 4. Research Intern, LLMs @ University of Toronto (Sep. 2023 - Apr. 2024), Toronto, CAN. Inference-time search algorithms for LLM reasoning. LLMs for reasoning over knowledge graphs.
Education
- 1. Carnegie Mellon University, Master's in Machine Learning, Advisor: Ruslan Salakhutdinov, Focus: VLM reasoning.
- 2. University of Toronto, Machine Intelligence, Advisor: Scott Sanner, Focus: LLM logical reasoning and knowledge-graph-augmented LLMs.
Background
- Master's in Machine Learning, with research interests including VLM reasoning, LLM logical reasoning, and knowledge-graph-augmented LLMs.
Co-authors