Dr. Yuhu Wang
Baidu., Beijing, China
Interests
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Vision-Language Models
Post-Training
Multi-Modal Reasoning
Agent Systems
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Computer Vision
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GNN
Homophilic and Heterophilic Graph Modeling
Multi-Modal Spatial-Temporal Data Mining
Experiences
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2024.07 – Present
Baidu Inc., Beijing, China
Education
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PhD in NLPR, Fall 2019 - Fall 2024, Institute of Automation, Chinese Academy of Sciences; University of Chinese Academy of Sciences, Beijing, China
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B.Eng in Automation, Fall 2015 - Fall 2019, XI’AN JiaoTong University, XIAN, China
Publications
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RoadSceneBench: A Lightweight Benchmark for Mid-Level Road Scene Understanding; Xiyan Liu, Han Wang, Yuhu Wang, Junjie Cai, Zhe Cao, Jianzhong Yang, Zhen Lu; CVPR, 2026.
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Graph Aggregating-Repelling Network: Do Not Trust All Neighbors in Heterophilic Graphs; Yuhu Wang, Jinyong Wen, Chunxia Zhang, Shiming Xiang; Neural Networks, 2024.
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Improving the Homophily of Heterophilic Graphs for Semi-Supervised Node Classification; Yuhu Wang, Shiming Xiang, Chunhong Pan; ICME, 2023.
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Subgraph-Aware Graph Structure Revision for Spatial-Temporal Graph Modeling; Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan; Neural Networks, 2022.
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TVGCN: Time-variant graph convolutional network for traffic forecasting; Yuhu Wang, Shen Fang, Chunxia Zhang, Shiming Xiang, Chunhong Pan; Neurocomputing, 2022.
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Discriminative Graph Representation Learning with Distributed Sampling; Jinyong Wen, Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan; BIBM, 2022.
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Graph Information Interaction on Feature and Structure via Cross-modal Contrastive Learning; Jinyong Wen, Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan; ICME, 2023.
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Graph convolutional network with tree-guided anisotropic message passing; Ruixiang Wang, Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan; Neural Networks, 2023.