Signed Bipartite Graph Neural Networks

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Signed Bipartite Graph Neural Networks

22 August 2021

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Papers citing "Signed Bipartite Graph Neural Networks"

18 / 18 papers shown

Title
BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder Hongyuan Yang Siqi Peng Akihiro Yamamoto 51 0 0 06 Mar 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations Jiayang Wu Wensheng Gan Huashen Lu Philip S. Yu 113 1 0 13 Jan 2025
Effective and Lightweight Representation Learning for Link Sign Prediction in Signed Bipartite Graphs Gyeongmin Gu Minseo Jeon Hyun-Je Song Jinhong Jung 164 0 0 25 Dec 2024
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Lu Li Shuyan Wan Sijie Wang Zhiyi Wang Zhiyuan Lu Dong Hao Wanli Li 70 2 0 29 Sep 2024
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction Jue Chen Yongxin Deng Chao Qu Siqiao Xue Xiaoming Shi James Zhang Xihe Qiu 91 2 0 23 Sep 2024
Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings Nikolaos Nakis Chrysoula Kosma Giannis Nikolentzos Michalis Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 164 1 0 16 Sep 2024
Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs Michail Chatzianastasis George Dasoulas Michalis Vazirgiannis SSL 72 0 0 20 Jun 2024
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback Yiqing Wu Ruobing Xie Zhao Zhang Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Zhanhui Kang Yongjun Xu 42 2 0 24 May 2024
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation Yuting Liu Yizhou Dang Yuliang Liang Qiang Liu Guibing Guo Jianzhe Zhao Xingwei Wang 41 3 0 13 Mar 2024
BERT4FCA: A Method for Bipartite Link Prediction using Formal Concept Analysis and BERT Siqi Peng Hongyuan Yang Akihiro Yamamoto 37 3 0 13 Feb 2024
Balancing Augmentation with Edge-Utility Filter for Signed GNNs Ke-Jia Chen Yaming Ji Youran Qu Chuhan Xu 60 0 0 25 Oct 2023
CSG: Curriculum Representation Learning for Signed Graph Zeyu Zhang Jiamou Liu Kaiqi Zhao Yifei Wang Pengqian Han Xianda Zheng Qiqi Wang Zijian Zhang 32 1 0 17 Oct 2023
SGA: A Graph Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Shuyan Wan Sijie Wang Xianda Zheng Xinrui Zhang Kaiqi Zhao Jiamou Liu Dong Hao 54 1 0 15 Oct 2023
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy Lin Ni Sijie Wang Zeyu Zhang Xiaoxuan Li Xianda Zheng Paul Denny Jing Liu AI4Ed 69 13 0 23 Sep 2023
Black-Box Attacks against Signed Graph Analysis via Balance Poisoning Jialong Zhou Y. Lai Jian Ren Kai Zhou AAML 63 4 0 05 Sep 2023
Adversarial Camouflage for Node Injection Attack on Graphs Shuchang Tao Qi Cao Huawei Shen Yunfan Wu Liang Hou Fei Sun Xueqi Cheng AAML GNN 95 24 0 03 Aug 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 143 31 0 06 Apr 2022
DeeperGCN: All You Need to Train Deeper GCNs Guohao Li Chenxin Xiong Ali K. Thabet Guohao Li GNN 275 442 0 13 Jun 2020