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Xiaolu Hou

4 accepted papers

2026

SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension

AAAI 2026technical

Satire, a form of artistic expression combining humor with implicit critique, holds significant social value by illuminating societal issues. Despite its cultural and societal significance, satire comprehension, particularly in purely visual forms, remains a challenging task for current vision-langu

Cited by 0SourcePDFScholar
2025

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation

AAAI 2025technical

With the widespread use of virtual reality applications, 3D scene generation has become a new challenging research frontier. 3D scenes have highly complex structures and need to ensure that the output is dense, coherent, and contains all necessary structures. Many current 3D scene generation methods…

2025

MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation

CVPR 2025poster

Diffusion models have shown excellent performance in text-to-image generation. However, existing methods often suffer from performance bottlenecks when dealing with complex prompts involving multiple objects, characteristics, and relations. Therefore, we propose a Multi-agent Collaboration-based Co…

Cited by 0SourcePDFScholar
2024

Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning

NeurIPS 2024poster

Multimodal Sentiment Analysis (MSA) is an important research area that aims to understand and recognize human sentiment through multiple modalities. The complementary information provided by multimodal fusion promotes better sentiment analysis compared to utilizing only a single modality. Neverthele…

Cited by 1SourcePDFScholar