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Zheyang Qin

2 accepted papers

2026

Solving Physics Olympiad via Reinforcement Learning on Physics Simulators

ICML 2026poster

We have witnessed remarkable advances in LLM reasoning capabilities with the advent of DeepSeek-R1. However, much of this progress has been fueled by the abundance of internet question–answer (QA) pairs—a major bottleneck going forward, since such data is limited in scale and concentrated mainly in …

Cited by 0SourceScholar
2025

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision

ICCV 2025poster

Detecting vehicles in aerial imagery is a critical task with applications in traffic monitoring, urban planning, and defense intelligence. Deep learning methods have provided state-of-the-art (SOTA) results for this application. However, a significant challenge arises when models trained on data fro…