SALICON: Saliency in Context. - Ming Jiang 019; Shengsheng Huang; Juanyong Duan; Qi Zhao 001 (CVPR, 2015)

Human Annotations Improve GAN Performances. - Juanyong Duan; Sim Heng Ong; Qi Zhao (CoRR, 2019)

Human Annotated GAN Images. - Juanyong Duan (IEEE DataPort, 2019)

Multivariate Time-series Anomaly Detection via Graph Attention Network. - Hang Zhao; Yujing Wang; Juanyong Duan; Congrui Huang; Defu Cao; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (ICDM, 2020)

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting. - Defu Cao; Yujing Wang; Juanyong Duan; Ce Zhang 001; Xia Zhu; Congrui Huang; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (NeurIPS, 2020)

Automated Model Selection for Time-Series Anomaly Detection. - Yuanxiang Ying; Juanyong Duan; Chunlei Wang; Yujing Wang; Congrui Huang; Bixiong Xu (CoRR, 2020)

Learning Timestamp-Level Representations for Time Series with Hierarchical Contrastive Loss. - Zhihan Yue; Yujing Wang; Juanyong Duan; Tianmeng Yang; Congrui Huang; Bixiong Xu (CoRR, 2021)

TS2Vec: Towards Universal Representation of Time Series. - Zhihan Yue; Yujing Wang; Juanyong Duan; Tianmeng Yang; Congrui Huang; Yunhai Tong; Bixiong Xu (AAAI, 2022)

Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling. - Ziyue Li; Yuchen Fang; You Li; Kan Ren; Yansen Wang; Xufang Luo; Juanyong Duan; Congrui Huang; Dongsheng Li 002; Lili Qiu (SMC, 2023)

ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information. - Zheng Hui; Zhaoxiao Guo; Hang Zhao; Juanyong Duan; Congrui Huang (EMNLP (Findings), 2024)

Characteristic-Aware Time-Series Representation Learning for Unsupervised Anomaly Detection. - Yaming Yang 001; Zhuo Li; Pingping Lin; Juanyong Duan; Hao Zhang; Tianmeng Yang; Congrui Huang; Zhengjie Lin; Yunhai Tong; Yujing Wang (IJCNN, 2024)

Can Open-source LLMs Enhance Data Augmentation for Toxic Detection?: An Experimental Study. - Zheng Hui; Zhaoxiao Guo; Hang Zhao; Juanyong Duan; Lin Ai; Yinheng Li; Julia Hirschberg; Congrui Huang (CoRR, 2024)