Yuanhong Zhong

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)Reasoning & Chain-of-Thought (1)Scaling Laws & Emergent Abilities (1)

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Bowen Zeng (1)Peipei Song (1)Weidong Chen (1)Shengeng Tang (1)Song Ye (1)Beier Zhu (1)Xun Yang (1)

Papers (1)

Sep 10, 2026

Bowen Zeng +7Sep 10, 2026·also Affiliation:

Multi-Faceted Evaluation and Mitigation of Emotion Hallucinations in MLLMs

EHR (Emotion Hallucination Rate), an evaluator that quantifies emotion hallucinations across six facets, and HMER (Hallucination-aware Memory-guided Emotion Reasoning), a training-free framework for emotion hallucination mitigation, which enables fine-grained mitigation across diverse hallucination facets.

Bowen Zeng, Peipei Song, Weidong Chen +5

Multimodal Models Reasoning & Chain-of-Thought Scaling Laws & Emergent Abilities

Yuanhong Zhong

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Yuanhong Zhong

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)