Siyuan Liang
Scholar

Siyuan Liang

Google Scholar ID: MLE3GekAAAAJ
College of Computing and Data Science, Nanyang Technological University
Trustworthy Foundation Model
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Citations & Impact
All-time
Citations
2,138
 
H-index
27
 
i10-index
47
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
51 items
Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing
2026
Cited
0
WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents
2026
Cited
0
TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting
2026
Cited
0
Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models
2026
Cited
0
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
2026
Cited
0
R-PGA: Robust Physical Adversarial Camouflage Generation via Relightable 3D Gaussian Splatting
2026
Cited
0
CtrlAttack: A Unified Attack on World-Model Control in Diffusion Models
2026
Cited
0
When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models
2026
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)