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
12 items
HaPRL: Human-Anchored Process Reinforcement Learning for Visual Search Agent
2026
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0
EviViT: Evidence-Adaptive Vision Transformers for Fine-Grained Perception
2026
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0
Adaptive Hierarchical Representation Alliance for Multimodal Learning
2026
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0
The Objective Decides: When a Learned Dynamics Model Uses a Conserved Quantity
2026
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0
Present but Not Remembered: Auditing How Frozen VLAs Encode, Deploy, and Steer Visual History
2026
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0
Brand-as-Memory: Vision-Language Models Encode Causal, Mechanistically Localizable Credibility Priors for News Sources
2026
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0
Decodable Is Not Grounded: A Vision-Ablation Arbiter for VLM Spatial Reasoning
2026
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Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs
2026
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Co-authors
1 total
Xu Zheng
PhD Candidate, HKUST(GZ) | Resident Doctoral Researcher, INSAIT, Sofia University | NEU
