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Disheng Liu

2 papers indexed

arxivcs.CLcs.AIcs.MM2026-07-21

Computational Humor with Multimodal LLMs: Methods, Datasets, Evaluation, and Challenges

Tuo Liang, Zhe Hu, Disheng Liu, Jing Li, Yu Yin

Multimodal humor in memes, cartoons, and comics remains difficult for AI systems because intended meaning depends on non-literal mechanisms, shared cultural knowledge, and communicative intent rather than literal scene description. This survey focuses on visual humor understandin…

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arxivcs.LGcs.AI2026-07-02

Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting

Disheng Liu, Tuo Liang, Chaoda Song, Yu Yin

Recent generative models can produce high-quality synthetic images, offering scalable training training data for data-hungry models. Existing approaches to exploiting this potential typically involve 1) training or fine-tuning generators, or 2) using lightweight post-hoc adaptati…

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