Search Results for author: Guanghui Li

Found 3 papers, 1 papers with code

DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation

no code implementations • 21 Aug 2024 • Yaowen Bi, Yuteng Lian, Jie Cui, Jun Liu, Peijian Wang, Guanghui Li, Xuejun Chen, Jinglin Zhao, Hao Wen, Jing Zhang, Zhaoqi Zhang, Wenzhuo Song, Yang Sun, Weiwei Zhang, Mingchen Cai, Jian Dong, Guanxing Zhang

DTN introduces multiple diversified task-specific feature interaction methods and task-sensitive network in MTL networks, enabling the model to learn task-specific diversified feature interaction representations, which improves the efficiency of joint representation learning in a general setup.

Feature Importance Multi-Task Learning +2

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A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction

no code implementations • 14 Dec 2023 • Lingqiang Chen, Qinglin Zhao, Guanghui Li, Mengchu Zhou, Chenglong Dai, Yiming Feng

The latter uses a cross-attention mechanism to construct dynamic adjacent matrices by fusing traffic data and embedded auxiliary data.

Attribute Decoder +1

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Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples

1 code implementation • ICCV 2023 • Guanghui Li, Mingqi Gao, Heng Liu, XianTong Zhen, Feng Zheng

Referring video object segmentation (RVOS), as a supervised learning task, relies on sufficient annotated data for a given scene.

Referring Video Object Segmentation Semantic Segmentation +1

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