| 2026 | ACL | What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context. | Zhongyu Ouyang, Qianlong Wen, Chunhui Zhang, Yanfang Ye, Soroush Vosoughi |
| 2024 | ICML | From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble. | Qianlong Wen, Mingxuan Ju, Zhongyu Ouyang, 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 | CIKM | A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data. | Qianlong Wen, Jiazheng Li, Chuxu Zhang, Yanfang Ye |
| 2023 | ICLR | Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization. | Mingxuan Ju, Tong Zhao, Qianlong Wen, Wenhao Yu, Neil Shah, Yanfang Ye, Chuxu Zhang |
| 2023 | ICML | When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations. | Chunhui Zhang, Chao Huang, Yijun Tian, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye, Chuxu Zhang |
| 2023 | WSDM | Self-Supervised Graph Structure Refinement for Graph Neural Networks. | Jianan Zhao, Qianlong Wen, Mingxuan Ju, Chuxu Zhang, Yanfang Ye |
| 2022 | IJCAI | Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract). | Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye |
| 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 |
| 2021 | CIKM | RxNet: Rx-refill Graph Neural Network for Overprescribing Detection. | Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye |