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Peiyan Li 0002

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affiliation (PhD 2025): Ludwig Maximilian University of Munich (LMU Munich), Institute of Computer Science, Germany
affiliation: University of Electronic Science and Technology of China (UESTC), Data Mining Lab, School of Computer Science and Engineering, Chengdu, China

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Books and Theses

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2025
[b1]
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Peiyan Li:
Data mining techniques for graph and hypergraph analysis. Ludwig Maximilian University of Munich, Germany, 2025

Journal Articles

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2021
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Honglian Wang, Peiyan Li, Yang Liu, Junming Shao:
Towards real-time demand-aware sequential POI recommendation. Inf. Sci. 547: 482-497 (2021)

Conference and Workshop Papers

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2025
[c11]
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Peiyan Li, Honglian Wang, Christian Böhm:
Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). IJCAI 2025: 10912-10915
2024
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Peiyan Li, Honglian Wang, Christian Böhm:
Scalable Graph Classification via Random Walk Fingerprints. ICDM 2024: 231-240
2023
[c9]
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Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Böhm:
Interpretable Subgraph Feature Extraction for Hyperlink Prediction. ICDM 2023: 279-288
[c8]
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Peiyan Li, Honglian Wang, Kai Li, Christian Böhm:
Influence without Authority: Maximizing Information Coverage in Hypergraphs. SDM 2023: 10-18
2021
[c7]
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Honglian Wang, Peiyan Li, Wujun Tao, Bailin Feng, Junming Shao:
Learning Dynamic User Behavior Based on Error-driven Event Representation. WWW 2021: 2457-2465
2020
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Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao:
Community Detection with Local Metric Learning. ICDM 2020: 312-321
[c5]
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Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao:
Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning. ICDM 2020: 1100-1105
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Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao:
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression. IJCAI 2020: 1359-1365
2019
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Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao:
Online Budgeted Least Squares with Unlabeled Data. ICDM 2019: 309-318
2018
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Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao:
Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization. DASFAA (2) 2018: 542-557
2017
[c1]
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Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang:
Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization. ICDM 2017: 1081-1086

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