Chih-Ting Liao

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Publication activitypapers/week, last 8 weeks

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Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Xi Xiao (1)Chen Liu (1)Yunbei Zhang (1)Qizhen Lan (1)

Papers (1)

Jun 24, 2026

2w ago·also Tulane University

Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs

MLLMs can significantly reduce hallucinations and improve reasoning by shifting focus from linguistic shortcuts to causal visual grounding through VIGIL.

Xi Xiao, Chen Liu, Chih-Ting Liao +8

Multimodal Models Reasoning & Chain-of-Thought

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Chih-Ting Liao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)