Dongming Zhou — 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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2024

Multimodal Sentiment Analysis Based on 3D Stereoscopic Attention

Jian Huang, Yuanyuan Pu, Dongming Zhou, Hang Shi, Zhengpeng Zhao, Dan Xu +1

ICASSP 2024accepted

In the multimodal (text, audio, and visual) sentiment analysis, the current methods generally consider the bi-modal sentiment interaction, resulting in inadequate mining and fusion of relations between modalities. In this paper, we propose the concept of multimodal 3D (3-Dimensional) stereoscopic at…

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