Jinsheng Deng — accepted AI-conference papers

2025

Exploring Graph-aware Reasoning and Bidirectional Selection for Vision-Language Navigation

Dongming Zhou, Jinsheng Deng, Zhengbin Pang, Wei Li

ICASSP 2025accepted

Inspired by structured state space models and graph neural network modeling, we proposes a novel graph-aware reasoning (GAR) model to effectively solve the problem between memory utilization efficiency and reasoning navigation. First, we introduce graph networks into the navigation framework to enha…

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2025

Generating Customized 4D Motions from Text Inputs Using Spatial-Temporal Slicing Approaches

Zhichao Zhang, Hui Chen, Ming Xu, Jinsheng Deng, Xingshen Song

ICASSP 2025accepted

Text-guided diffusion models have revolutionized static 3D generation, which significantly accelerated progress in 4D content creation. However, applying diffusion models to 4D content creation poses huge challenges due to the complexity and diversity of motion. The task of text to 4D customized gen…

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