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Ding Xia

4 accepted papers

2025

Automating eHMI Action Design with LLMs for Automated Vehicle Communication

EMNLP 2025

The absence of explicit communication channels between automated vehicles (AVs) and other road users requires the use of external Human-Machine Interfaces (eHMIs) to convey messages effectively in uncertain scenarios. Currently, most eHMI studies employ predefined text messages and manually designed

2024

PairingNet: A Learning-based Pair-searching and -matching Network for Image Fragments

ECCV 2024poster

"In this paper, we propose a learning-based image fragment pair-searching and -matching approach to solve the challenging restoration problem. Existing works use rule-based methods to match similar contour shapes or textures, which are always difficult to tune hyperparameters for extensive data and…