Papers citing 'Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction'

Title
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling Zhongjie Dai Tao Feng Jiaxuan You 41 0 0 21 Nov 2025
CGLE: Class-label Graph Link Estimator for Link Prediction Ankit Mazumder Srikanta Bedathur 108 0 0 10 Nov 2025
A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning Yang Xiang Li Fan Chenke Yin Chengtao Ji 56 0 0 14 Oct 2025
Enhancing Contrastive Link Prediction With Edge Balancing Augmentation Chen-Hao Chang Hui-Ju Hung Chia-Hsun Lu Chih-Ya Shen 108 0 0 20 Aug 2025
A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation Yu Song Zhigang Hua Harry Shomer Yan Xie Jingzhe Liu Bo Long Hui Liu AI4CE 64 1 0 06 Aug 2025
Understanding Generalization in Node and Link Prediction Antonis Vasileiou Timo Stoll Christopher Morris AI4CE 164 0 0 01 Jul 2025
OCN: Effectively Utilizing Higher-Order Common Neighbors for Better Link Prediction Juntong Wang Xiyuan Wang Muhan Zhang 231 0 0 26 May 2025
TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction Frederik Wenkel Wilson Tu Cassandra Masschelein Hamed Shirzad Cian Eastwood ... Jiarui Ding Marta M. Fay Berton Earnshaw Emmanuel Noutahi Alisandra K. Denton OODD 246 4 0 20 May 2025
Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction Yanbin Wei Xuehao Wang Zhan Zhuang Yang Chen Shuhao Chen Yulong Zhang Yu Zhang James T. Kwok 386 1 0 13 May 2025
Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction Zongyue Qin Shichang Zhang Mingxuan Ju Tong Zhao Neil Shah Tony Nowatzki 142 0 0 08 Apr 2025
Can we ease the Injectivity Bottleneck on Lorentzian Manifolds for Graph Neural Networks? Srinitish Srinivasan Omkumar CU AI4CE 539 0 0 31 Mar 2025
Norm Augmented Graph AutoEncoders for Link PredictionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Yunhui Liu Huaisong Zhang Xinyi Gao Liuye Guo Zhen Tao Tieke He 112 0 0 09 Feb 2025
Using Random Noise Equivariantly to Boost Graph Neural Networks Universally Xiang Wang Muhan Zhang 407 1 0 04 Feb 2025
Toward Scalable Graph Unlearning: A Node Influence Maximization based Approach Miao Hu Bowen Fan Zhengyu Wu Zhiyu Li Rong-Hua Li Guoren Wang MU 149 2 0 21 Jan 2025
Mixture of Link Predictors on GraphsNeural Information Processing Systems (NeurIPS), 2024 Li Ma Haoyu Han Juanhui Li Harry Shomer Hui Liu Xiaofeng Gao Shucheng Zhou 304 0 0 03 Jan 2025
Efficient Link Prediction via GNN Layers Induced by Negative SamplingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Yuxin Wang Xiannian Hu Quan Gan Qi Zhang Jiaqi Leng David Wipf 296 12 0 31 Dec 2024
Attribute-Enhanced Similarity Ranking for Sparse Link PredictionKnowledge Discovery and Data Mining (KDD), 2024 João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 323 2 0 29 Nov 2024
Reconsidering the Performance of GAE in Link Prediction Weishuo Ma Yanbo Wang Xiang Wang Muhan Zhang 215 1 0 06 Nov 2024
PageRank Bandits for Link PredictionNeural Information Processing Systems (NeurIPS), 2024 Yikun Ban Jiaru Zou Zihao Li Yunzhe Qi Dongqi Fu Jian Kang Hanghang Tong Jingrui He 288 14 0 03 Nov 2024
GeSubNet: Gene Interaction Inference for Disease Subtype Network GenerationInternational Conference on Learning Representations (ICLR), 2024 Ziwei Yang Zheng Chen Xin Liu Rikuto Kotoge Peng Chen Yasuko Matsubara Yasushi Sakurai Jimeng Sun 258 1 0 17 Oct 2024
PROXI: Challenging the GNNs for Link Prediction Astrit Tola Jack Myrick Baris Coskunuzer 182 1 0 02 Oct 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2024 Jiong Zhu Gaotang Li Yao-An Yang Jing Zhu Xuehao Cui Danai Koutra 159 8 0 26 Sep 2024
Sub-graph Based Diffusion Model for Link PredictionLOG IN (LOG IN), 2024 Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Shucheng Zhou DiffM 147 1 0 13 Sep 2024
Neighbor Overlay-Induced Graph Attention NetworkIEEE International Conference on Systems, Man and Cybernetics (SMC), 2024 Tiqiao Wei Ye Yuan GNN 158 1 0 16 Aug 2024
Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial IntelligenceIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Yen-Che Hsiao Rongting Yue Abhishek Dutta FAtt 83 2 0 02 Aug 2024
Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement Yakun Wang Daixin Wang Hongrui Liu Bin Hu Yingcui Yan Qiyang Zhang Qing Cui 179 9 0 30 Jul 2024
Link Prediction with Untrained Message Passing Layers Lisi Qarkaxhija Anatol E. Wegner Ingo Scholtes 292 0 0 24 Jun 2024
TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models Jiarui Feng Hao Liu Lecheng Kong Yixin Chen Muhan Zhang 136 6 0 20 Jun 2024
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification Yuankai Luo Lei Shi Xiao-Ming Wu 172 62 0 13 Jun 2024
Efficient Neural Common Neighbor for Temporal Graph Link Prediction Xiaohui Zhang Yanbo Wang Xiyuan Wang Muhan Zhang 138 14 0 12 Jun 2024
GENIE: Watermarking Graph Neural Networks for Link Prediction Venkata Sai Pranav Bachina Ankit Gangwal Aaryan Ajay Sharma Charu Sharma 286 3 0 07 Jun 2024
Graph Sparsification via Mixture of GraphsInternational Conference on Learning Representations (ICLR), 2024 Guibin Zhang Xiangguo Sun Xinfeng Li Kun Wang Tianlong Chen Shirui Pan 182 15 0 23 May 2024
PHLP: Sole Persistent Homology for Link Prediction -- Interpretable Feature Extraction Junwon You Eunwoo Heo Jae-Hun Jung 182 2 0 23 Apr 2024
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New BenchmarkKnowledge Discovery and Data Mining (KDD), 2024 Xiaowei Qian Zhimeng Guo Jialiang Li Haitao Mao Bingheng Li Suhang Wang Yao Ma 157 6 0 09 Mar 2024
Node Duplication Improves Cold-start Link Prediction Zhichun Guo Tong Zhao Yozen Liu Kaiwen Dong William Shiao Mingxuan Ju Neil Shah Nitesh Chawla AI4CE 240 4 0 15 Feb 2024
TEDDY: Trimming Edges with Degree-based Discrimination strategY Hyunjin Seo Jihun Yun Eunho Yang 170 3 0 02 Feb 2024
Learning Scalable Structural Representations for Link Prediction with Bloom Signatures Tianyi Zhang Haoteng Yin Rongzhe Wei Pan Li Anshumali Shrivastava AI4CE 155 3 0 28 Dec 2023
Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-smoothness in Deep GNNsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jin Li Qirong Zhang Shuling Xu Xinlong Chen Longkun Guo Yanglan Fu 211 3 0 13 Dec 2023
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link PredictionWeb Search and Data Mining (WSDM), 2023 Yakun Wang Binbin Hu Shuo Yang Meiqi Zhu Qing Cui Qiyang Zhang Jun Zhou Guo Ye Huimei He 137 2 0 08 Dec 2023
Edge2Node: Reducing Edge Prediction to Node Classification Zahed Rahmati 112 0 0 06 Nov 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQANeural Information Processing Systems (NeurIPS), 2023 Hyeong Kyu Choi Seunghun Lee Jaewon Chu Hyunwoo J. Kim 139 9 0 24 Oct 2023
LPFormer: An Adaptive Graph Transformer for Link PredictionKnowledge Discovery and Data Mining (KDD), 2023 Harry Shomer Yao Ma Haitao Mao Juanhui Li Bo Wu Shucheng Zhou 344 21 0 17 Oct 2023
A Topological Perspective on Demystifying GNN-Based Link Prediction PerformanceInternational Conference on Learning Representations (ICLR), 2023 Yu Wang Tong Zhao Yuying Zhao Yunchao Liu Xueqi Cheng Neil Shah Hanyu Wang 169 14 0 06 Oct 2023
Revisiting Link Prediction: A Data PerspectiveInternational Conference on Learning Representations (ICLR), 2023 Haitao Mao Juanhui Li Harry Shomer Bingheng Li Wenqi Fan Yao Ma Tong Zhao Neil Shah Shucheng Zhou 255 32 0 01 Oct 2023
Motif-aware Attribute Masking for Molecular Graph Pre-trainingLOG IN (LOG IN), 2023 Eric Inae Gang Liu Meng Jiang AI4CE 243 18 0 08 Sep 2023
Pure Message Passing Can Estimate Common Neighbor for Link PredictionNeural Information Processing Systems (NeurIPS), 2023 Kaiwen Dong Zhichun Guo Nitesh Chawla 190 14 0 02 Sep 2023
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New BenchmarkingNeural Information Processing Systems (NeurIPS), 2023 Juanhui Li Harry Shomer Haitao Mao Shenglai Zeng Yao Ma Neil Shah Shucheng Zhou D. Yin 258 97 0 18 Jun 2023
Link Prediction without Graph Neural Networks Zexi Huang Mert Kosan A. Silva Ambuj K. Singh 206 4 0 23 May 2023
GrOVe: Ownership Verification of Graph Neural Networks using EmbeddingsIEEE Symposium on Security and Privacy (IEEE S&P), 2023 Asim Waheed Vasisht Duddu Nadarajah Asokan 221 14 0 17 Apr 2023
Asymmetric Learning for Graph Neural Network based Link PredictionACM Transactions on Knowledge Discovery from Data (TKDD), 2023 Kai-Lang Yao Wusuo Li 185 2 0 01 Mar 2023