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Siyu Teng

3 accepted papers

2026

SpikeVLA: Vision-Language-Action Models with Spiking Neural Networks

ICML 2026poster

Vision-Language-Action (VLA) models have become a central paradigm for embodied intelligence. However, most existing approaches are built on large-scale Transformers, resulting in substantial inference latency and energy consumption that limit their practical deployment in low-power, real-time scena…

Cited by 0SourceScholar
2024

D-PBS: Dueling Priority-Based Search for Multiple Nonholonomic Robots Motion Planning in Congested Environments

RA-L 2024

This letter focuses on the multiple nonholonomic robots motion planning (MRMP) problem in congested and complex environments, where the complexity escalates dramatically with the increase in the number of robots, frequently leading to deadlocks. We present the <italic xmlns:mml="http://www.w3.org/19

Cited by 11SourceScholar