| 2025 | ICCV | EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow. | Yixiang Chen, Peiyan Li, Yan Huang, Jiabing Yang, Kehan Chen, Liang Wang |
| 2025 | ICML | MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. | Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Tingting Gao, Zhang Zhang, Fan Yang, Di Zhang, Liang Wang, Rong Jin |
| 2025 | IJCAI | Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). | Peiyan Li, Honglian Wang, Christian Bhm |
| 2024 | ICDM | Scalable Graph Classification via Random Walk Fingerprints. | Peiyan Li, Honglian Wang, Christian Bhm |
| 2023 | ICDM | Interpretable Subgraph Feature Extraction for Hyperlink Prediction. | Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Bhm |
| 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 |
| 2019 | ICDM | Online Budgeted Least Squares with Unlabeled Data. | Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao |
| 2018 | DASFAA | Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization. | Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao |
| 2017 | ICDM | Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization. | Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang |