Guibin Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Credit Card Fraud

Semantic Relevance

Directed Acyclic

English Teaching

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Shilong Wang, Hao Wu, Yifan Duan, Guibin Zhang, Guohao Li, Yuxuan Liang, Shirui Pan, Kun Wang, Yang Wang
All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN. CoRR (2024)
Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs. CoRR (2024)
Guibin Zhang, Kun Wang, Wei Huang, Yanwei Yue, Yang Wang, Roger Zimmermann, Aojun Zhou, Dawei Cheng, Jin Zeng, Yuxuan Liang
Graph Lottery Ticket Automated. ICLR (2024)
Kun Wang, Hao Wu, Yifan Duan, Guibin Zhang, Kai Wang, Xiaojiang Peng, Yu Zheng, Yuxuan Liang, Yang Wang
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. ICLR (2024)
Yifan Duan, Guibin Zhang, Shilong Wang, Xiaojiang Peng, Ziqi Wang, Junyuan Mao, Hao Wu, Xinke Jiang, Kun Wang
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks. CoRR (2024)
Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs. KDD (2024)
Junfeng Fang, Xinglin Li, Yongduo Sui, Yuan Gao, Guibin Zhang, Kun Wang, Xiang Wang, Xiangnan He
EXGC: Bridging Efficiency and Explainability in Graph Condensation. WWW (2024)
Supeng Xu, Zixiang Jin, Guoming Jiang, Guibin Zhang, Jian Liang, Wei Sun, Lianzhi Zhang, Zhenyu Fan, Genwang Dong
Improved Towed Airborne Three-Axis Magnetic Gradient Anomalies Navigation. IEEE Trans. Instrum. Meas. 73 (2024)
Guibin Zhang, Yiqiao Chen, Shiyu Wang, Kun Wang, Junfeng Fang
Fortune favors the invariant: Enhancing GNNs' generalizability with Invariant Graph Learning. Knowl. Based Syst. 292 (2024)
Kun Wang, Hao Wu, Guibin Zhang, Junfeng Fang, Yuxuan Liang, Yuankai Wu, Roger Zimmermann, Yang Wang
Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts. CoRR (2024)
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Kai Wang, Yuxuan Liang, Yu Zheng, Kun Wang
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting. CoRR (2024)
Guibin Zhang, Xiangguo Sun, Yanwei Yue, Kun Wang, Tianlong Chen, Shirui Pan
Graph Sparsification via Mixture of Graphs. CoRR (2024)
Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness. CoRR (2024)
Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Junfeng Fang, Xiaojiang Peng, Yuxuan Liang, Yang Wang
The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. KDD (2024)
Junfeng Fang, Xinglin Li, Yongduo Sui, Yuan Gao, Guibin Zhang, Kun Wang, Xiang Wang, Xiangnan He
EXGC: Bridging Efficiency and Explainability in Graph Condensation. CoRR (2024)
Zhi Qiao, Fuhui Zhang, He Lu, Yan Xu, Guibin Zhang
Research on the Medical Knowledge Deduction Based on the Semantic Relevance of Electronic Medical Record. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Xiaojiang Peng, Yuxuan Liang, Yang Wang
The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field. CoRR (2023)
Tao Chen, Guibin Zhang
Mineral Exploration Potential Estimation Using 3D Inversion: A Comparison of Three Different Norms. Remote. Sens. 14 (11) (2022)
Lianzhi Zhang, Guibin Zhang, Yao Liu, Zhenyu Fan
Deep Learning for 3-D Inversion of Gravity Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lianzhi Zhang, Guibin Zhang, Zhenyu Fan, Jianwei Ma
A Multitask Deep Learning for Simultaneous Denoising and Inversion of 3-D Gravity Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jirong Lv, Shihu Wang, Guibin Zhang
Strategies to Create "Golden Courses" of Advanced Mathematics in Universities under the Background of Big Data. ICIMTECH (2021)
Jinqiao Huang, Xiaojuan Yang, Guibin Zhang
Communication of English Culture and English Teaching in the New Media Environment. ICIMTECH (2021)
Guibin Zhang, Hongzhen Zhang, Jirong Lv
Planning and Design of Transshipment Center Platform Based on Internet of Things. CSIA (1) (2020)
Guibin Zhang, Lifan Feng, Hongzhen Zhang, Xiaohua Cai
Application and Innovation of Computer Internet of Things Technology in Logistics. DPTA (2019)
Tao Chen, Guibin Zhang
Forward modeling of gravity anomalies based on cell mergence and parallel computing. Comput. Geosci. 120 (2018)