MLSP-P48: Graph Neural Networks for Structured Signal Processing II
Poster
Thu, 7 May, 09:00 - 11:00
Location: Poster Area 8
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
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MLSP-P48.1: HETEROGENEOUS SPATIAL TEMPORAL GRAPH NEURAL NETWORK FOR MULTIVARIATE TIME SERIES FORECASTING
Yue Zhang, Zhiqiang Li, Central South University, China; Zhu Chen, Huaneng Dalian Plant, China; Yimin Qi, Ning Gui, Central South University, China

MLSP-P48.2: Directed Hypergraph Framelet Neural Network
Zhen Wang, Xiaoyu Tang, Xinyu Qi, Yongheng Wang, Zhejiang Lab, China; Yan Pang, Chinese Academy of Sciences, China; Ji Zhang, University of Southern Queensland, Australia

MLSP-P48.3: ZIFORMER: TIME EFFICIENT SO(3)-EQUIVARIANT GRAPH NEURAL NETWORK FOR MOLECULAR SYSTEMS
Weiqi Liu, Yin Zhu, Fudan University, China; Fenglei Cao, Shanghai Academy of Artificial Intelligence for Science, China; Yuan Qi, Fudan University, China

MLSP-P48.4: COLLABORATIVE GRAPH CONTRASTIVE NETWORK FOR SEMI-SUPERVISED GRAPH NODE CLASSIFICATION
Xiaoyong Huang, Heli Sun, Guanlan Yue, Pan Lou, Liang He, Xi'an jiaotong university, China

MLSP-P48.5: ENHANCE MESSAGE PASSING WITH CLUSTER-AWARE VIRTUAL NODES FOR SEMI-SUPERVISED NODE CLASSIFICATION
Xiangwei Lv, Zhejiang University, China; Juncheng Liu, National University of Singapore, Singapore; Jingyuan Chen, Zhiang Dong, Liya Hu, Jinluan Yang, Beishui Liao, Fei Wu, Zhejiang University, China

MLSP-P48.6: Regularized Semi-Supervised Graph Purification Network for Financial Fraud Detection
Zhong Li, Jiaqi Zhan, Mingjian Guang, Donghua University, China

MLSP-P48.7: REVIG: A CNN-GNN HYBRID MODEL WITH DYNAMIC REVERSED AXIAL GRAPH CONSTRUCTION FOR VISION TASKS
HaoKun Chen, East China Jiaotong University, China

MLSP-P48.8: DYNAMIC MULTI-PATH LEARNING FOR OUT-OF-DISTRIBUTION NODE CLASSIFICATION ON HETEROPHILIC GRAPH
Shanfeng Wang, Cong Ma, Lanyu Yao, Yu Zheng, Xidian University, China

MLSP-P48.9: GRAPH-BASED MODELING OF HETEROGENEOUS DATA FUSION WITH ENTERPRISE ASSOCIATION RELATIONSHIPS: ENHANCING CORPORATE CREDIT RATING
Bingqian Wen, Zhongliang Yang, Beijing University of Posts and Telecommunications, China; Yisi Wang, Guotai Junan Securities, China; Linna Zhou, Beijing University of Posts and Telecommunications, China

MLSP-P48.10: Dual-Geometry Prior Frequency Nonlinear Graph Convolutional Network For Human Action Recognition
Xing Li, Jiajie Lin, Nanjing Forestry University, China; Xin Li, Hohai University, China; Qiaolin Ye, Nanjing Forestry University, China