Mauricio Soroco

I am a PhD student in the DeLTA Lab, Department of Computing Science at Simon Fraser University. I am advised by Dr. Wuyang Chen and my research focuses on visual generative models.
I received my B.Sc. from The University of British Columbia.

Email:

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Selected Publications

	HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes M Soroco, F Pittaluga, Z Tasneem, A Aich, B Zhuang, W Chen, M Chandraker, Z Jiang arXiv:2604.04887, CVPR Findings* 2026 Abstract Paper Website
	Data-Efficient Inference of Neural Fluid Fields via SciML Foundation Model Y Liu, J Xu, M Soroco, Y Wei, W Chen 3DV 2026 Abstract Paper Website
	Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge S Ma, MM Zadeh, M Soroco, W Chen, J Cao, V Ganesh ICLR 2026 Abstract Paper Website Code
	PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs M Soroco, J Song, M Xia, K Emond, W Sun, W Chen ICML 2025 Abstract Paper Website Code Models Data
	Flowering Onset Detection: Traditional Learning vs. Deep Learning Performance in a Sparse Label Context M Soroco, J Hempel, X Xiong, M Lécuyer, J Gantois NeurIPS 2023* Workshop on Tackling Climate Change with Machine Learning Paper Poster