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Yixiong Jing

2 accepted papers

2026

ActionReasoning: Robot Action Reasoning in 3D Space with LLM for Robotic Brick Stacking

ICRA 2026poster

Classical robotic systems typically rely on custom planners designed for constrained environments. While effective in restricted settings, these systems lack generalization capabilities, limiting the scalability of embodied AI and general‑purpose robots. Recent data‑driven Vision‑Language‑Action (VL…

2026

RoboFlow4D: A Lightweight Flow World Model Toward Real-Time Flow-Guided Robotic Manipulation

ICML 2026poster

Planning and acting in 3D environments is a fundamental capability for robotic manipulation in the real world. Although prior work has explored predictive flow planners to guide 3D manipulation, existing approaches often rely on modular pipelines stacking multiple submodels, resulting in high comput…

Cited by 3SourceScholar