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Shuai Dong

3 accepted papers

2026

Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM

ICML 2026poster

In the field of integrated circuits, leaf cells are the basic units, serving as the fundamental building blocks (e.g., standard cells) that are widely reused in various VLSI designs, forming the basis for more complex circuits. Therefore, the design quality of leaf cell layouts significantly impacts…

Cited by 0SourceScholar
2026

Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization

ICML 2026poster

Group Relative Policy Optimization has emerged as essential for aligning video diffusion models with human preferences, but faces a critical computational bottleneck: training a 14B parametered model typically demands hundreds of GPU days per experiment. Existing efficiency methods reduce costs thro…

Cited by 0SourceScholar
2016

Nonlinear disturbance observer based torque control for series elastic actuator

IROS 2016poster

This paper presents a practical control approach for series elastic actuators(SEAs) to generate the desired torque. Specifically, the controller is applicable to both linear and nonlinear SEAs and it works well even in the presence of unknown payload parameters and external disturbances. Via the ana…

Cited by 11SourceScholar