Congrui Huang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Video Recordings

Anomalous Behavior

Model Selection

Anomaly Detection

Top Venues

Publications

Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining. Trans. Mach. Learn. Res. 2024 (2024)
Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling. SMC (2023)
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining. CoRR (2023)
Lewen Wang, Haozhe Zhao, Cunguang Feng, Weiqing Liu, Congrui Huang, Marco Santoni, Manuel Cristofaro, Paola Jafrancesco, Jiang Bian
Removing Camouflage and Revealing Collusion: Leveraging Gang-crime Pattern in Fraudster Detection. KDD (2023)
Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling. CoRR (2023)
Hong Guo, Yujing Wang, Jieyu Zhang, Zhengjie Lin, Yunhai Tong, Lei Yang, Luoxing Xiong, Congrui Huang
Label-Efficient Interactive Time-Series Anomaly Detection. CoRR (2022)
Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu
TS2Vec: Towards Universal Representation of Time Series. AAAI (2022)
Yujing Wang, Luoxing Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu
Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. CoLLAs (2022)
Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Congrui Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting. CoRR (2021)
Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Bixiong Xu
Learning Timestamp-Level Representations for Time Series with Hierarchical Contrastive Loss. CoRR (2021)
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang
Multivariate Time-series Anomaly Detection via Graph Attention Network. CoRR (2020)
Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Congrui Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting. NeurIPS (2020)
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang
Multivariate Time-series Anomaly Detection via Graph Attention Network. ICDM (2020)
Yuanxiang Ying, Juanyong Duan, Chunlei Wang, Yujing Wang, Congrui Huang, Bixiong Xu
Automated Model Selection for Time-Series Anomaly Detection. CoRR (2020)
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang
Time-Series Anomaly Detection Service at Microsoft. KDD (2019)
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang
Time-Series Anomaly Detection Service at Microsoft. CoRR (2019)
Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, Xiaoming Li
To better stand on the shoulder of giants. JCDL (2012)
Lun Yan, Congrui Huang, Yan Zhang
Actively Mining Search Logs for Diverse Tags. AIRS (2012)
Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang
Timeline Generation through Evolutionary Trans-Temporal Summarization. EMNLP (2011)
Jiazhen Nian, Shan Jiang, Congrui Huang, Yan Zhang
CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias. ADMA (1) (2011)
Li Zhao, Yexin Wang, Congrui Huang, Yan Zhang
Enriching the Contents of Enterprises' Wiki Systems with Web Information. WAIM Workshops (2010)
Congrui Huang, Qiancheng Jiang, Yan Zhang
Detecting Comment Spam through Content Analysis. WAIM Workshops (2010)