| 2026 | WSDM | Fairness-aware PageRank via Edge Reweighting. | Honglian Wang, Haoyun Zhou, Aristides Gionis |
| 2025 | IJCAI | Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). | Peiyan Li, Honglian Wang, Christian Bhm |
| 2025 | WSDM | Sequential Diversification with Provable Guarantees. | Honglian Wang, Sijing Tu, Aristides Gionis |
| 2024 | ICDM | Scalable Graph Classification via Random Walk Fingerprints. | Peiyan Li, Honglian Wang, Christian Bhm |
| 2024 | WWW | Finding Densest Subgraphs with Edge-Color Constraints. | Lutz Oettershagen, Honglian Wang, Aristides Gionis |
| 2023 | KDD | Minimizing Hitting Time between Disparate Groups with Shortcut Edges. | Florian Adriaens, Honglian Wang, Aristides Gionis |
| 2023 | SDM | Influence without Authority: Maximizing Information Coverage in Hypergraphs. | Peiyan Li, Honglian Wang, Kai Li, Christian Bhm |
| 2021 | WWW | Learning Dynamic User Behavior Based on Error-driven Event Representation. | Honglian Wang, Peiyan Li, Wujun Tao, Bailin Feng, Junming Shao |
| 2020 | ICDM | Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning. | Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao |
| 2020 | ICDM | Community Detection with Local Metric Learning. | Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao |
| 2020 | IJCAI | Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression. | Peiyan Li, Honglian Wang, Christian Bhm, Junming Shao |