| 2025 | ACL | LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection. | Tianyi Ma, Yiyue Qian, Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye |
| 2025 | ICDM | Hypergraph Representation Learning with Adaptive Broadcasting and Receiving. | Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Shinan Zhang, Chuxu Zhang, Yanfang Ye |
| 2025 | WWW | Enhancing E-commerce Representation Learning via Hypergraph Contrastive Learning and Interpretable LLM-Driven Analysis. | Yiyue Qian, Shinan Zhang, Lanhao Chen, Diego Socolinsky, Negin Sokhandan, Song Cui, De Chen, Suchitra Sathyanarayana |
| 2025 | WSDM | Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning. | Yiyue Qian, Tianyi Ma, Chuxu Zhang, Yanfang Ye |
| 2024 | WWW | Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement. | Yiyue Qian, Tianyi Ma, Chuxu Zhang, Yanfang Ye |
| 2024 | UAI | GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning. | Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Chuxu Zhang, Yanfang Ye |
| 2023 | ICDM | Hypergraph Contrastive Learning for Drug Trafficking Community Detection. | Tianyi Ma, Yiyue Qian, Chuxu Zhang, Yanfang Ye |
| 2022 | CIKM | Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning. | Yiyue Qian, Yiming Zhang, Nitesh V. Chawla, Yanfang Ye, Chuxu Zhang |
| 2022 | KDD | Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial Contrastive Learning. | Yiyue Qian, Yiming Zhang, Qianlong Wen, Yanfang Ye, Chuxu Zhang |
| 2022 | KDD | Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction. | Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang |
| 2022 | SDM | Adapting Distilled Knowledge for Few-shot Relation Reasoning over Knowledge Graphs. | Yiming Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang |
| 2021 | IJCAI | Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection. | Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang |
| 2020 | ACSAC | dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. | Yiming Zhang, Yiyue Qian, Yujie Fan, Yanfang Ye, Xin Li, Qi Xiong, Fudong Shao |
| 2020 | CIKM | Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. | Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo |