Yiming Zhang

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 23

Top Topics

Benchmark Datasets

Risk Assessment

Automatic Detection

Top Venues

Publications

Yiyue Qian, Yiming Zhang, Nitesh V. Chawla, Yanfang Ye, Chuxu Zhang
Malicious Repositories Detection with Adversarial Heterogeneous Graph Contrastive Learning. CIKM (2022)
Yiyue Qian, Chunhui Zhang, Yiming Zhang, Qianlong Wen, Yanfang Ye, Chuxu Zhang
Co-Modality Graph Contrastive Learning for Imbalanced Node Classification. NeurIPS (2022)
Yiyue Qian, Yiming Zhang, Qianlong Wen, Yanfang Ye, Chuxu Zhang
Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial Contrastive Learning. KDD (2022)
Yiming Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang
Adapting Distilled Knowledge for Few-shot Relation Reasoning over Knowledge Graphs. SDM (2022)
Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang
Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection. IJCAI (2021)
Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media. NeurIPS (2021)
Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. CIKM (2020)
Yiming Zhang, Yiyue Qian, Yujie Fan, Yanfang Ye, Xin Li, Qi Xiong, Fudong Shao
dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. ACSAC (2020)
Yanfang Ye, Shifu Hou, Yujie Fan, Yiyue Qian, Yiming Zhang, Shiyu Sun, Qian Peng, Kenneth A. Loparo
α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. CoRR (2020)
Yanfang Ye, Shifu Hou, Yujie Fan, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Yiming Zhang, Yujie Fan, Shifu Hou, Yanfang Ye, Xusheng Xiao, Pan Li, Chuan Shi, Liang Zhao, Shouhuai Xu
Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. ICKG (2020)
Yujie Fan, Yanfang Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, Liang Zhao
Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. ICDM (2020)
Yiming Zhang, Yujie Fan, Yanfang Ye, Liang Zhao, Chuan Shi
Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework. CIKM (2019)
Yiming Zhang, Yujie Fan, Wei Song, Shifu Hou, Yanfang Ye, Xin Li, Liang Zhao, Chuan Shi, Jiabin Wang, Qi Xiong
Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. WWW (2019)
Yujie Fan, Yiming Zhang, Shifu Hou, Lingwei Chen, Yanfang Ye, Chuan Shi, Liang Zhao, Shouhuai Xu
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. IJCAI (2019)
Shifu Hou, Yujie Fan, Yiming Zhang, Yanfang Ye, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao
: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model. CIKM (2019)
Yujie Fan, Yiming Zhang, Yanfang Ye, Xin Li
Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network. IJCAI (2018)
Yiming Zhang, Yujie Fan, Shifu Hou, Jian Liu, Yanfang Ye, Thirimachos Bourlai
iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network. ASONAM (2018)
Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Erin L. Winstanley
Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter. AAAI Workshops (2018)
Yujie Fan, Shifu Hou, Yiming Zhang, Yanfang Ye, Melih Abdulhayoglu
Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. KDD (2018)
Yiming Zhang, Yujie Fan, Yanfang Ye, Liang Zhao, Jiabin Wang, Qi Xiong, Fudong Shao
KADetector: Automatic Identification of Key Actors in Online Hack Forums Based on Structured Heterogeneous Information Network. ICBK (2018)
Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Wanhong Zheng
Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT. ICDM Workshops (2017)
Yujie Fan, Yiming Zhang, Yanfang Ye, Xin Li, Wanhong Zheng
Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies. CIKM (2017)