Mauricio Soroco

PhD student, Computing Science, Simon Fraser University

Joined

January 2024

Names

Mauricio Soroco (Preferred)

Emails

****@student.ubc.ca (Confirmed)

,

****@outlook.com (Confirmed)

,

****@sfu.ca (Confirmed)

,

****@sfu.ca (Confirmed)

Personal Links

Career & Education History

PhD student

Computing Science, Simon Fraser University (sfu.ca)

2024 – Present

Undergrad student

Computer Science, University of British Columbia (cs.ubc.ca)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2024 – Present

Expertise

Scientific Machine Learning

Present

Publications

Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge
Siying Ma, Mehrdad Momeni Zadeh, Mauricio Soroco, Wuyang Chen, Jiguo Cao, Vijay Ganesh
- ICLR 2026 Poster
- Readers: Everyone
LangDriveEdit: Language-Driven Image Editing for Street Scenes
Mauricio Soroco, Ziyu Jiang, Francesco Pittaluga, Zaid Tasneem, Abhishek Aich, Bingbing Zhuang, Wuyang Chen, Manmohan Chandraker
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Data-Efficient Inference of Neural Fluid Fields via SciML Foundation Model
Yuqiu Liu, Jingxuan Xu, Mauricio Soroco, Yunchao Wei, Wuyang Chen
- 3DV 2026 Poster
- Readers: Everyone
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
Mauricio Soroco, Jialin Song, Mengzhou Xia, Kye Emond, Weiran Sun, Wuyang Chen
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
Mauricio Soroco, Jialin Song, Mengzhou Xia, Kye Emond, Weiran Sun, Wuyang Chen
- ICML 2025 poster
- Readers: Everyone
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Qiaoyue Tang, Mauricio Soroco, Tao Wang, Sébastien Gambs, Mathias Lécuyer
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors