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Shigang Yue

5 accepted papers

2026

Embodied Interpretability: Linking Causal Understanding to Generalization in Vision-Language-Action Models

ICML 2026poster

Vision–Language–Action (VLA) policies often fail under distribution shift, suggesting that decisions may depend on spurious visual correlations rather than task-relevant causes. We formulate visual–action attribution as an interventional estimation problem. Accordingly, we introduce the **Interventi…

Cited by 0SourceScholar
2021

A Versatile Vision-Pheromone-Communication Platform for Swarm Robotics

ICRA 2021poster

This paper describes a versatile platform for swarm robotics research. It integrates multiple pheromone communication with a dynamic visual scene along with real time data transmission and localization of multiple-robots. The platform has been built for inquiries into social insect behavior and bio-…

Cited by 6SourceScholar
2018

$\Phi$ Clust: Pheromone-Based Aggregation for Robotic Swarms

IROS 2018poster

In this paper, we proposed a pheromone-based aggregation method based on the state-of-the-art BEECLUST algorithm. We investigated the impact of pheromone-based communication on the efficiency of robotic swarms to locate and aggregate at areas with a given cue. In particular, we evaluated the impact…

Cited by 48SourceScholar
2017

Collision selective LGMDs neuron models research benefits from a vision-based autonomous micro robot

IROS 2017poster

The developments of robotics inform research across a broad range of disciplines. In this paper, we will study and compare two collision selective neuron models via a vision-based autonomous micro robot. In the locusts' visual brain, two Lobula Giant Movement Detectors (LGMDs), i.e. LGMD1 and LGMD2,…

Cited by 36SourceScholar
2015

COSΦ: Artificial pheromone system for robotic swarms research

IROS 2015poster

Pheromone-based communication is one of the most effective ways of communication widely observed in nature. It is particularly used by social insects such as bees, ants and termites; both for inter-agent and agent-swarm communications. Due to its effectiveness; artificial pheromones have been adopte…

Cited by 80SourceScholar