Scholar
Siyuan Liang
Google Scholar ID: MLE3GekAAAAJ
College of Computing and Data Science, Nanyang Technological University
Trustworthy Foundation Model
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Citations
2,138
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47
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20
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Publications
54 items
Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective
2026
Cited
0
CUTh-Solver: GPU-Accelerated Sparse Matrix Solver for High-Resolution Thermal Simulation of 3D ICs
2026
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0
Efficient Graph Indexing for Interval-Aware Vector Search
2026
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0
Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing
2026
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0
WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents
2026
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0
TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting
2026
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0
Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models
2026
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0
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
2026
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0
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