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Xiaoying Yang

5 accepted papers

2026

Condition-Number Adaptive-Weight PINN (A-PINN): A High-Fidelity and Real-Time Forward Kinematics Solver for Stewart Platforms

RA-L 2026

Parallel kinematic mechanisms (PKMs) are widely adopted in precision and heavy-load applications, yet obtaining the requisite forward kinematics (FK) for closed-loop control remains a challenge. FK in PKMs typically lack a unique closed-form solution, necessitating iterative numerical solvers that a

Cited by 0SourceScholar
2025

ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps

AAAI 2025technical

Solving jigsaw puzzles has been extensively studied. While most existing models focus on solving either small-scale puzzles or puzzles with no gap between fragments, solving large-scale puzzles with gaps presents distinctive challenges in both image understanding and combinatorial optimization. To t…

Cited by 0SourcePDFScholar
2024

Design and Validation of Flexible Aerial Robotics for Safe Human-Robot Interaction

IROS 2024poster

This work addresses the critical challenge of integrating drones into human-aerial robot interaction by presenting a novel Soft Flexible Aerial Robotics (SFAR) design. SFAR features an innovative low-pressure inflatable airbag structure that replaces traditional rigid frames, enhancing safety by mit…

Cited by 0SourceScholar
2024

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery

AAAI 2024technical

Object detection in aerial imagery presents a significant challenge due to large scale variations among objects. This paper proposes an evolutionary reinforcement learning agent, integrated within a coarse-to-fine object detection framework, to optimize the scale for more effective detection of obje…

2023

Solving Jigsaw Puzzle of Large Eroded Gaps Using Puzzlet Discriminant Network

ICASSP 2023accepted

Solving Jigsaw puzzles has recently become an emerging research topic. Traditionally, boundary similarities are utilized for puzzle reassembly. In this paper, we solve Jigsaw Puzzles of Large Eroded Gaps (JPLEG), where boundary similarities are weak and image semantics are the only feasible clues. I…

Cited by 0SourceScholar