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portfolio
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publications
MoE-based Object Detection for Challenging Environments
Published in Industry Collaboration Project · Project Lead, 2024
A global-local mixture-of-experts detector for robust perception in night, rain, and snow.
DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting Permalink
Published in International Journal of Computer Vision (IJCV) · CCF-A · First Author, 2025
A diffusion framework for identity-preserving, attribute-editable customized image inpainting.
Recommended citation: YiCheng Yang et al. “DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting.” International Journal of Computer Vision.
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Pet Style Transformation with FLUX and LoRA
Published in Research Project · Project Lead, 2025
A project on identity-preserving cute-style transfer for pet images.
FineRS++: Multi-Hypothesis Reasoning and Segmentation of Small Objects in High-Resolution Images
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) · Under Review · Student First Author, 2026
A high-resolution multimodal reasoning and segmentation framework for small objects.
Recommended citation: YiCheng Yang et al. “FineRS++: Multi-Hypothesis Reasoning and Segmentation of Small Objects in High-Resolution Images.” Under review at TPAMI.
End-to-End Driving and Parking Model Engineering
Published in Engineering Portfolio, 2026
Selected engineering work on world models, VAD scoring, temporal modeling, and deployment.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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