Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies. - Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Xin Li 005; Wanhong Zheng (CIKM, 2017)

Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Xin Li 005; Wanhong Zheng (ICDM Workshops, 2017)

Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Xin Li 005; Erin L. Winstanley (AAAI Workshops, 2018)

iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Jian Liu; Yanfang Ye 001; Thirimachos Bourlai (ASONAM, 2018)

KADetector: Automatic Identification of Key Actors in Online Hack Forums Based on Structured Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Liang Zhao 002; Jiabin Wang; Qi Xiong; Fudong Shao (ICBK, 2018)

Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network. - Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Xin Li 005 (IJCAI, 2018)

Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. - Yujie Fan; Shifu Hou; Yiming Zhang 002; Yanfang Ye 001; Melih Abdulhayoglu (KDD, 2018)

αCyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model. - Shifu Hou; Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Jingwei Lei; Wenqiang Wan; Jiabin Wang; Qi Xiong; Fudong Shao (CIKM, 2019)

Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework. - Yiming Zhang 002; Yujie Fan; Yanfang Ye 001; Liang Zhao 002; Chuan Shi 001 (CIKM, 2019)

iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. - Yujie Fan; Yiming Zhang 002; Shifu Hou; Lingwei Chen; Yanfang Ye 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (IJCAI, 2019)

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Wei Song; Shifu Hou; Yanfang Ye 001; Xin Li 005; Liang Zhao 002; Chuan Shi 001; Jiabin Wang; Qi Xiong (WWW, 2019)

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)

Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Yanfang Ye 001; Xusheng Xiao; Pan Li 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (ICKG, 2020)

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. - Yujie Fan; Yanfang Ye 001; Qian Peng; Jianfei Zhang 002; Yiming Zhang 002; Xusheng Xiao; Chuan Shi 001; Qi Xiong; Fudong Shao; Liang Zhao 002 (ICDM, 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)

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)