Gio Huh

Undergrad student, CMS, California Institute of Technology

Joined

May 2025

Names

Gio Huh (Preferred)

Emails

****@caltech.edu (Confirmed)

Personal Links

Career & Education History

Undergrad student

CMS, California Institute of Technology (caltech.edu)

Present

Advisors, Relations & Conflicts

Coauthor

2024 – Present

Coauthor

2024 – Present

Coauthor

2024 – Present

Expertise

AI for Math

Present

Publications

Discovering Hidden Algebraic Structures via Transformers with Rank-Aware Beam GRPO
Jaeha Lee, Gio Huh, Ning Su, Tony Yue YU
- Submitted to ICLR 2026
- Readers: Everyone
SpatialTraceGen: High-Fidelity Traces for Efficient VLM Spatial Reasoning Distillation
Gio Huh, Dhruv Sheth, Rayhan Zirvi, Frank Xiao
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Towards Mega-pixel Embodied Vision: Foveated Ego-View Predict Long-Horizon Contextual Intent in Dexterous Manipulation
Yanbing Han, Rilyn R. Han, Gio Huh, Kevin Yang, Alan Yu, Jianan Wang, Ge Yang
- CoRL 2025 Robot Data Workshop
- Readers: Everyone
Discovering Hidden Algebraic Structures via Transformers with Rank-Aware Beam GRPO
Jaeha Lee, Gio Huh, Ning Su, Tony Yue YU
- AI4Math@ICML25 Poster
- Readers: Everyone
Discovering Hidden Algebraic Structures via Transformers with Rank-Aware Beam GRPO
Jaeha Lee, Gio Huh, Ning Su, Tony Yue YU
- MOSS@ICML2025
- Readers: Everyone
Lucid-XR: An Extended-Reality Data Engine for Robotic Manipulation
Yajvan Ravan, Adam Rashid, Alan Yu, Kai McClennen, Gio Huh, Kevin Yang, Zhutian Yang, Qinxi Yu, Xiaolong Wang, Phillip Isola, Ge Yang
- CoRL 2025 Poster
- Readers: Everyone

Co-Authors