activity
20242026
most citedFASTNav: Fine-tuned Adaptive Small-language-models Trained for Multi-point Robot Navigation

15 citations · 15 across the 4 of their papers we have counts for

collaborators

5 papers

cs.RO2026

Reflex: Enabling Fast and Predictive Vision-Language-Action Models for Reaction-Critical Manipulation

Yuxuan Chen, Wanruo Zhang, Xiao Li

Vision-Language-Action (VLA) models have recently achieved promising performance in robotic manipulation. However, existing benchmarks mainly evaluate generalization on static mani…

math.GN2026

Directed Convex Powerspaces and Convex Powerdomains

Yuxu Chen

It is known that lower powerdomains preserve and reflect both continuity and quasicontinuity, while the preservation of quasicontinuity by upper and convex powerdomains had long be…

cs.RO2025

RLRC: Reinforcement Learning-based Recovery for Compressed Vision-Language-Action Models

Yuxuan Chen, Yixin Han, Yize Huang +1

Vision-Language-Action models (VLA) have demonstrated remarkable capabilities and strong potential in complex robotic manipulation. However, their large parameter sizes and high in…

cs.RO202415 cited

FASTNav: Fine-tuned Adaptive Small-language-models Trained for Multi-point Robot Navigation

Yuxuan Chen, Yixin Han, Xiao Li

With the rapid development of large language models (LLM), robots are starting to enjoy the benefits of new interaction methods that large language models bring. Because edge compu…

cs.IT2024

Spatial Multiplexing Oriented Channel Reconfiguration in Multi-IRS Aided MIMO Systems

Yuxuan Chen, Qingqing Wu, Guangji Chen +1

Spatial multiplexing plays a significant role in improving the capacity of multiple-input multiple-output (MIMO) communication systems. To improve the spectral efficiency (SE) of a…