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Donglin Huang

2 accepted papers

2026

CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models

ICML 2026poster

Large Language Models(LLMs) have revolutionized text generation and multimodal perception, but their capabilities in 3D content generation remain underexplored. Existing methods compromise by producing either low-resolution meshes or coarse structural proxies, failing to capture fine-grained geometr…

Cited by 0SourceScholar
2025

BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment

EMNLP 2025

Object detection is a core challenge in computer vision. Traditional methods primarily rely on intermediate modalities such as text, speech, or visual cues to interpret user intent, leading to inefficient and potentially distorted expressions of intent. Brain signals, particularly fMRI signals, emer

Cited by 0SourcePDFScholar