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Qing Chang

13 accepted papers

2025

A Compact Reconfigurable Terrestrial-Aerial Robot With Foldable Mechanisms for Rolling, Crawling, and Flying

RA-L 2025

A compact reconfigurable terrestrial-aerial robot that is capable of executing seamless transitions between three motion modes—rolling, crawling, and flying—via foldable mechanisms is presented in this letter. The rolling and crawling modes are facilitated by two passive gear-driven, foldable wheel-

Cited by 0SourceScholar
2025

Collaborative Motion Planning for Multi-Manipulator Systems Through Reinforcement Learning and Dynamic Movement Primitives

ICRA 2025

Robotic tasks often require multiple manipulators to enhance task efficiency and speed, but this increases complexity in terms of collaboration, collision avoidance, and the expanded state-action space. To address these challenges, we propose a multi-level approach combining Reinforcement Learning (

Cited by 3SourceScholar
2025

Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment

AAAI 2025technical

The task of one-shot face video re-enactment aims at generating target video of faces with the same identity of one source frame and facial deformation of the driving video. To achieve high quality generation, it is essential to precisely disentangle identity-related and identity-independent charac…

Cited by 1SourcePDFScholar
2025

Spatial-Temporal Perception with Causal Inference for Naturalistic Driving Action Recognition

ICASSP 2025accepted

Naturalistic driving action recognition is essential for vehicle cabin monitoring systems. However, the complexity of real-world backgrounds presents significant challenges for this task, and previous approaches have struggled with practical implementation due to their limited ability to observe sub…

Cited by 0SourceScholar
2025

Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots

ICRA 2025

Robot-assisted surgery has profoundly influenced current forms of minimally invasive surgery. However, in transurethral urological surgical robots, they need to work in a liquid environment. This causes vaporization of the liquid when shearing and heating is performed, resulting in bubble atomizatio

Cited by 1SourcecodeScholar
2023

Integrating Robot Assignment and Maintenance Management: A Multi-Agent Reinforcement Learning Approach for Holistic Control

RA-L 2023

Modern manufacturing requires effective integration of production control and maintenance scheduling to improve productivity and quality. However, there have been few studies on this integrated control due to a lack of a comprehensive manufacturing system model. In response to this challenge, this l

Cited by 5SourceScholar
2022

DATA: Domain-Aware and Task-Aware Self-Supervised Learning

CVPR 2022poster

The paradigm of training models on massive data without label through self-supervised learning (SSL) and finetuning on many downstream tasks has become a trend recently. However, due to the high training costs and the unconsciousness of downstream usages, most self-supervised learning methods lack t…

Cited by 11PDFcodeScholar
2022

Integrated Process-System Modeling and Performance Analysis for Serial Production Lines

RA-L 2022

The performance of a smart manufacturing system is affected by not only the constituent processes but also their system-level interactions. However, in most current studies, indi- vidual process modeling and system-level performance evaluation are independent. This can substantially impact productio

Cited by 5SourceScholar
2021

Data-Enabled Permanent Production Loss Analysis for Serial Production Systems With Variable Cycle Time Machines

RA-L 2021

Real time production performance evaluation plays a vital role in diagnosing manufacturing system health status and achieving productivity improvements. However, most existing studies on system performance evaluation are based on steady state analysis and focused on the production system with fixed

Cited by 11SourceScholar
2017

Gantry Scheduling for Multi-Gantry Production System by Online Task Allocation Method

RA-L 2017

For a multi-gantry production system, in which several gantries move among the machines and load/unload parts, the assignment of gantries directly impacts the system performance. Gantry scheduling problem is extremely important, involving when and where the gantries are assigned to the machines. Thi

Cited by 10SourceScholar