dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. - Yiming Zhang 002; Yiyue Qian; Yujie Fan; Yanfang Ye 001; Xin Li 005; Qi Xiong; Fudong Shao (ACSAC, 2020)

Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. - Yanfang Ye 001; Yujie Fan; Shifu Hou; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (CIKM, 2020)

α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiyue Qian; Yiming Zhang 002; Shiyu Sun; Qian Peng; Kenneth A. Loparo (CoRR, 2020)

$ alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (IEEE J. Biomed. Health Informatics, 2020)

Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection. - Yiyue Qian; Yiming Zhang 002; Yanfang Ye 001; Chuxu Zhang (IJCAI, 2021)

Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media. - Yiyue Qian; Yiming Zhang 002; Yanfang Ye 001; Chuxu Zhang (NeurIPS, 2021)

Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning. - Yiyue Qian; Yiming Zhang 002; Nitesh V. Chawla; Yanfang Ye 001; Chuxu Zhang (CIKM, 2022)

Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial Contrastive Learning. - Yiyue Qian; Yiming Zhang 002; Qianlong Wen; Yanfang Ye 001; Chuxu Zhang (KDD, 2022)

Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction. - Qianlong Wen; Zhongyu Ouyang; Jianfei Zhang 002; Yiyue Qian; Yanfang Ye 001; Chuxu Zhang (KDD, 2022)

Co-Modality Graph Contrastive Learning for Imbalanced Node Classification. - Yiyue Qian; Chunhui Zhang; Yiming Zhang 002; Qianlong Wen; Yanfang Ye 001; Chuxu Zhang (NeurIPS, 2022)

Adapting Distilled Knowledge for Few-shot Relation Reasoning over Knowledge Graphs. - Yiming Zhang 002; Yiyue Qian; Yanfang Ye 001; Chuxu Zhang (SDM, 2022)

Adversarial Cross-View Disentangled Graph Contrastive Learning. - Qianlong Wen; Zhongyu Ouyang; Chunhui Zhang; Yiyue Qian; Yanfang Ye 001; Chuxu Zhang (CoRR, 2022)

Hypergraph Contrastive Learning for Drug Trafficking Community Detection. - Tianyi Ma; Yiyue Qian; Chuxu Zhang; Yanfang Ye 001 (ICDM, 2023)

GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning. - Qianlong Wen; Zhongyu Ouyang; Chunhui Zhang; Yiyue Qian; Chuxu Zhang; Yanfang Ye 001 (UAI, 2024)

Dual-level Hypergraph Contrastive Learning with Adaptive Temperature Enhancement. - Yiyue Qian; Tianyi Ma; Chuxu Zhang; Yanfang Ye 001 (WWW (Companion Volume), 2024)

LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection. - Tianyi Ma; Yiyue Qian; Zehong Wang; Zheyuan Zhang; Chuxu Zhang; Yanfang Ye 001 (ACL (Findings), 2025)

Adaptive Graph Enhancement for Imbalanced Multi-relation Graph Learning. - Yiyue Qian; Tianyi Ma; Chuxu Zhang; Yanfang Ye 001 (WSDM, 2025)

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 (WWW (Companion Volume), 2025)

Adaptive Expansion for Hypergraph Learning. - Tianyi Ma; Yiyue Qian; Shinan Zhang; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2025)

AutoData: A Multi-Agent System for Open Web Data Collection. - Tianyi Ma; Yiyue Qian; Zheyuan Zhang; Zehong Wang; Xiaoye Qian; Feifan Bai; Yifan Ding; Xuwei Luo; Shinan Zhang; Keerthiram Murugesan; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2025)