YB
Yilin Bi
cs.SIstat.OTphysics.soc-phcs.GRcs.ITcs.SYeess.SYevaluation metricsinconsistencylink prediction
On Valency
published · living versionsW_phvvr32u·v1 · currentpublished
The golden cage of science: first-last author prestige gap buys impact over disruption
with Chi Zhang, Tao Zhou
1 version
Preprints & journals
12 papers in the corpus · 2024–2026Rethinking Sampling Strategy in Link Prediction2606.19775v1 · Yilin Bi, Zhenyu Deng, Xinshan Jiao et al.2026 · 0 citationsarXiv
Hypergraph Mining via Proximity Matrix2604.19531v1 · Junhao Bian, Yilin Bi, Tao Zhou2026 · 0 citationsarXiv
Domain matters: Towards domain-informed evaluation for link prediction2512.23371v1 · Yilin Bi, Junhao Bian, Shuyan Wan et al.2025 · 0 citationsPhysica A: Statistical Mechanics and its Applications, 693, 131551 (2026)
Impacts of Data Splitting Strategies on Parameterized Link Prediction Algorithms2511.05834v2 · Xinshan Jiao, Yuxin Luo, Yilin Bi et al.2025 · 0 citationsPhysica A: Statistical Mechanics and its Applications, 692 (2026), 131545
Predictability of Complex Systems2510.16312v1 · En Xu, Yilin Bi, Hongwei Hu et al.2025 · 4 citationsarXiv
Performances and Correlations of Centrality Measures in Complex Networks2508.09563v1 · Yilin Bi, Xinshan Jiao, Tao Zhou2025 · 2 citationsarXiv
Hard negative sampling in hyperedge prediction2503.08743v1 · Zhenyu Deng, Tao Zhou, Yilin Bi2025 · 1 citationarXiv
Beyond Pairwise Interactions: Unveiling the Role of Higher-Order Interactions via Stepwise Reduction2411.05685v1 · Junhap Bian, Tao Zhou, Yilin Bi2024 · 12 citationsCommunications Physics, vol. 8, article number 228, 2025
Inconsistency among evaluation metrics in link prediction.39564572 · Bi, Yilin, Jiao, Xinshan, Lee, Yan-Li et al.2024 · 29 citationsPNAS nexus. 2024;3(11):pgae498
Quantifying discriminability of evaluation metrics in link prediction for real networks2409.20078v1 · Shuyan Wan, Yilin Bi, Xinshan Jiao et al.2024 · 10 citationsarXiv
Inconsistency of evaluation metrics in link prediction2402.08893v2 · Yilin Bi, Xinshan Jiao, Yan-Li Lee et al.2024 · 0 citationsarXiv
Comparing discriminating abilities of evaluation metrics in link prediction2401.03673v1 · Xinshan Jiao, Shuyan Wan, Qian Liu et al.2024 · 16 citationsarXiv
Career total: 16 works. 12 are in this corpus.
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