Hongbo Peng
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
AI×1Vision×1
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Research Timeline
2026
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
Introduce PerceptionRubrics, a rubric-based evaluation framework for addressing real-world brittleness of models using 1,038 images and over 12,000 instance-specific rubrics.
MentalThink: Shaping Thoughts in Mental SVG World
The paper introduces MentalThink, a visual-symbolic reasoning paradigm that equips Multimodal Language Models with an executable mechanism for mental visualization using SVG graphics.
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Papers
cs.AIEmpiricalRecentJul 3, 2026
MentalThink: Shaping Thoughts in Mental SVG World
Kangheng Lin, Jisheng Yin, Dingming Li, En Yu +10 more
The paper introduces MentalThink, a visual-symbolic reasoning paradigm that equips Multimodal Language Models with an executable mechanism for mental visualization using SVG graphics.
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cs.CVEmpiricalRecent