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Shuming Liang
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2020 – today
- 2026
[j1]Shuming Liang
, Yu Ding, Zhidong Li, Bin Liang
, Siqi Zhang
, Yang Wang
, Fang Chen
:
Can GNNs Learn Link Heuristics? a Concise Review and Evaluation of Link Prediction Methods. IEEE Trans. Big Data 12(1): 1-14 (2026)- 2024
[c4]Shuming Liang
, Yu Ding, Bin Liang
, Zhidong Li, Siqi Zhang, Yang Wang, Fang Chen:
VAGNN: Advancing the Generalization of Graph Neural Networks. ICONIP (1) 2024: 150-165
[i2]Shuming Liang, Yu Ding, Zhidong Li, Bin Liang, Siqi Zhang, Yang Wang, Fang Chen:
Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods. CoRR abs/2411.14711 (2024)- 2022
[c3]Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen:
Domain Generalization by Learning and Removing Domain-specific Features. NeurIPS 2022
[i1]Yu Ding, Lei Wang, Bin Liang
, Shuming Liang, Yang Wang
, Fang Chen:
Domain Generalization by Learning and Removing Domain-specific Features. CoRR abs/2212.07101 (2022)- 2021
[c2]Shuming Liang
, Zhidong Li
, Bin Liang
, Yu Ding, Yang Wang
, Fang Chen:
Failure Prediction for Large-scale Water Pipe Networks Using GNN and Temporal Failure Series. CIKM 2021: 3955-3964- 2020
[c1]Bin Liang
, Sunny Verma, Jie Xu, Shuming Liang
, Zhidong Li, Yang Wang
, Fang Chen:
A Data Driven Approach for Leak Detection with Smart Sensors. ICARCV 2020: 1311-1316
Coauthor Index

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