Scholar
Chih-Ting Liao
Google Scholar ID: L2foaOkAAAAJ
PhD Student at University of New South Wales (UNSW) | Mill Research AI
Multimodal Learning
Representation Learning
Adversarial Robustness
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Publications
4 items
Do LLMs Build World Models From Text? A Multilingual Diagnostic of Spatial Reasoning
2026
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SpaMEM: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments
2026
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Reasoning-VLA: A Fast and General Vision-Language-Action Reasoning Model for Autonomous Driving
2025
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Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration
2025
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Resume (English only)
Co-authors
1 total
Xu Zheng
PhD Candidate, HKUST(GZ) | Resident Doctoral Researcher, INSAIT, Sofia University | NEU
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