Scholar

Siyuan Liang

Google Scholar ID: MLE3GekAAAAJ

College of Computing and Data Science, Nanyang Technological University

Trustworthy Foundation Model

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

2,138

H-index

27

i10-index

47

Publications

20

Co-authors

0

Publications

59 items

TrojanWorld: Backdooring World-Model Agents via Imagination Steering

2026

Cited

0

CIVA: Critic-Induced Value-Subspace Attacks on Visual World-Model Agents

2026

Cited

0

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense

2026

Cited

0

Breadcrumbing Search Agents

2026

Cited

0

SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks

2026

Cited

0

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

Cited

0

Efficient Graph Indexing for Interval-Aware Vector Search

2026

Cited

0