GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels

v1v2 (latest)

GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels

Neural Information Processing Systems (NeurIPS), 2023

23 October 2023

ArXiv (abs)PDF HTML

Papers citing "GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels"

15 / 15 papers shown

Title
Test-time GNN Model Evaluation on Dynamic Graphs Bo Li Xin-Yang Zheng Ming Jin Can Wang Shirui Pan 109 0 0 28 Sep 2025
OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories Bo Li Yingqi Feng Ming Jin Xin-Yang Zheng Yufei Tang ... Qinghua Lu Jingwei Yao Shirui Pan H. Zhang Xingquan Zhu DiffM 76 1 0 29 Aug 2025
ALSA: Anchors in Logit Space for Out-of-Distribution Accuracy Estimation Chenzhi Liu Mahsa Baktashmotlagh Yanran Tang Zi Huang Ruihong Qiu 100 0 0 27 Aug 2025
BiMark: Unbiased Multilayer Watermarking for Large Language Models Xiaoyan Feng He Zhang Yanjun Zhang Leo Yu Zhang Shirui Pan OffRL WaLM 258 3 0 19 Jun 2025
A Survey of Large Language Models for Data Challenges in Graphs Mengran Li Pengyu Zhang Wenbin Xing Yijia Zheng Klim Zaporojets ... Jia Hu Xiaolei Ma Zhiyuan Liu Paul Groth Marcel Worring AI4CE 386 2 0 24 May 2025
Shapley-Guided Utility Learning for Effective Graph Inference Data ValuationInternational Conference on Learning Representations (ICLR), 2025 Hongliang Chi Qiong Wu Zhengyi Zhou Yao Ma TDI AAML 287 2 0 23 Mar 2025
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling Hu Cui Renjing Huang Ruoyu Zhang Tessai Hayama 196 4 0 21 Jan 2025
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality EstimationInternational Conference on Information and Knowledge Management (CIKM), 2024 Shiyuan Li Yixin Liu Qingfeng Chen Geoffrey I. Webb Shirui Pan SSL 187 12 0 29 Jul 2024
Online GNN Evaluation Under Test-time Graph Distribution ShiftsInternational Conference on Learning Representations (ICLR), 2024 Xin-Yang Zheng Dongjin Song Qingsong Wen Bo Du Shirui Pan 154 13 0 15 Mar 2024
Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning Man Wu Xin-Yang Zheng Qin Zhang Xiao Shen Xiong Luo Xingquan Zhu Shirui Pan OOD 352 21 0 26 Feb 2024
Beyond Generalization: A Survey of Out-Of-Distribution Adaptation on Graphs Shuhan Liu Kaize Ding OOD 214 9 0 17 Feb 2024
GOODAT: Towards Test-time Graph Out-of-Distribution DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Luzhi Wang Dongxiao He He Zhang Yixin Liu Wenjie Wang Shirui Pan Di Jin Tat-Seng Chua OODD OOD 194 20 0 10 Jan 2024
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningInternational Conference on Learning Representations (ICLR), 2023 Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 443 374 0 02 Oct 2023
Unraveling Privacy Risks of Individual Fairness in Graph Neural NetworksIEEE International Conference on Data Engineering (ICDE), 2023 He Zhang Lizhen Qu Shirui Pan 223 19 0 30 Jan 2023
Graph Neural Networks for Graphs with Heterophily: A Survey Xin-Yang Zheng Yi Wang Yixin Liu Ming Li Miao Zhang Di Jin Philip S. Yu Shirui Pan 267 273 0 14 Feb 2022