Computer Science
Showing 41-54 of 54 Results
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Sanna Kaisa Wong Toropainen
Graduate Visiting Researcher Student, Computer Science
Current Research and Scholarly InterestsSanna Wong-Toropainen develops neuro-symbolic AI systems for regulatory compliance and legal reasoning. Her research at Stanford CodeX and University of Helsinki focuses on computational methods for interpreting EU digital regulations, including the AI Act, Data Act, and GDPR. Through the ComplianceTwin pilot with five European enterprises, she investigates how AI can transform regulatory texts into structured legal knowledge while maintaining explainability and auditability for high-stakes comp
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Min Wu
Postdoctoral Scholar, Computer Science
Current Research and Scholarly InterestsResponsible AI, AI safety, trustworthy AI, robustness, explainability and interpretability.
Formal methods, automated verification, verification of deep neural networks, formal explainable AI. -
Pei Xu
Postdoctoral Scholar, Computer Science
Current Research and Scholarly Interestscharacter animation, physics-based character control, crowd simulation
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Zhuo Zheng
Postdoctoral Scholar, Computer Science
BioMy research interests are Earth Vision and AI4Earth, especially multi-modal and multi-temporal remote sensing image analysis and their real-world applications.
First-author representative works:
- Our Change family: ChangeStar (single-temporal learning, ICCV 2021), ChangeMask (many-to-many architecture, ISPRS P&RS 2022), ChangeOS (one-to-many architecture, RSE 2021), Changen (generative change modeling, ICCV 2023)
- Geospatial object segmentation: FarSeg (CVPR 2020) and FarSeg++ (TPAMI 2023), LoveDA dataset (NeurIPS Datasets and Benchmark 2021)
- Missing-modality all weather mapping: Deep Multisensory Learning (first work on this topic, ISPRS P&RS 2021)
- Hyperspectral image classification: FPGA (first fully end-to-end patch-free method for HSI, TGRS 2020)
