Shizhan Gong

The Chinese University of Hong Kong, Hong Kong, China

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Interpretability & Mechanistic Interp (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Minda Hu (1)Qiyuan Zhang (1)Qi Dou (1)

Papers (1)

Apr 6, 2026

3w ago

Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward

Force your VLMs to *show their work*: Saliency-R1 aligns model attention with human-annotated visual cues, boosting faithfulness and interpretability without extra compute.

Shizhan Gong, Minda Hu, Qiyuan Zhang +1

Interpretability & Mechanistic Interp Multimodal Models Reasoning & Chain-of-Thought

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Shizhan Gong

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)