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Guangming Cui

4 accepted papers

2026

DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models

AAAI 2026technical

Large Language Models (LLMs) have revolutionized intelligent interactions, enabling mobile applications such as personal assistants on edge devices for local execution. Speculative decoding (SD) has emerged as a promising paradigm to accelerate LLM inference without compromising generation quality,

Cited by 0SourcePDFScholar
2026

Koopman-Based Online Identification With Sim2Real Transfer for Hydrodynamic Modeling of Turtle Inspired Robot

RA-L 2026

This letter addresses critical challenges in the dynamic modeling of biomimetic underwater robots, including heavy reliance on prior knowledge and difficulties in tracking time-varying models. To tackle these issues, we propose a control-oriented online identification framework based on the Koopman

Cited by 0SourceScholar
2024

Design of a Dual-Layer Four Quadrants Orthogonal Microcoil Platform for Independent Control of Multiple Magnetic Microrobots

RA-L 2024

Compared to the limitations of relying solely on a global magnetic field response, utilizing local magnetic fields enables the independent control of multiple microrobots, regardless of variations in their size and orientation. In this letter, we develop a dual-layer orthogonal local magnetic field

Cited by 3SourceScholar
2022

Obstacle Avoidance for Microrobots in Simulated Vascular Environment Based on Combined Path Planning

RA-L 2022

In order to increase the feasibility of using microrobots to perform microscale tasks and widen the range of potential applications, the use of autonomous control algorithms such as obstacle avoidance is essential. In this study, aiming at the requirement of microrobots for automatic obstacle avoida

Cited by 23SourceScholar