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2020 – today
- 2024
[j1]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)- [c14]Yaming Yang, Zhuo Li, Pingping Lin, Juanyong Duan, Hao Zhang, Tianmeng Yang, Congrui Huang, Zhengjie Lin, Yunhai Tong, Yujing Wang:
Characteristic-Aware Time-Series Representation Learning for Unsupervised Anomaly Detection. IJCNN 2024: 1-9 - [i9]Zheng Hui, Zhaoxiao Guo, Hang Zhao, Juanyong Duan, Congrui Huang:
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information. CoRR abs/2409.14740 (2024) - 2023
- [c13]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: 5104-5115 - [c12]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: 196-201 - [i8]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 abs/2307.05382 (2023) - [i7]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 abs/2310.07402 (2023) - 2022
- [c11]Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu:
TS2Vec: Towards Universal Representation of Time Series. AAAI 2022: 8980-8987 - [c10]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: 767-777 - [i6]Hong Guo, Yujing Wang, Jieyu Zhang, Zhengjie Lin, Yunhai Tong, Lei Yang, Luoxing Xiong, Congrui Huang:
Label-Efficient Interactive Time-Series Anomaly Detection. CoRR abs/2212.14621 (2022) - 2021
- [i5]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 abs/2103.07719 (2021) - [i4]Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Bixiong Xu:
Learning Timestamp-Level Representations for Time Series with Hierarchical Contrastive Loss. CoRR abs/2106.10466 (2021) - 2020
- [c9]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: 841-850 - [c8]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 - [i3]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 abs/2009.02040 (2020) - [i2]Yuanxiang Ying, Juanyong Duan, Chunlei Wang, Yujing Wang, Congrui Huang, Bixiong Xu:
Automated Model Selection for Time-Series Anomaly Detection. CoRR abs/2009.04395 (2020)
2010 – 2019
- 2019
- [c7]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: 3009-3017 - [i1]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 abs/1906.03821 (2019) - 2012
- [c6]Lun Yan, Congrui Huang, Yan Zhang:
Actively Mining Search Logs for Diverse Tags. AIRS 2012: 528-538 - [c5]Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, Xiaoming Li:
To better stand on the shoulder of giants. JCDL 2012: 51-60 - 2011
- [c4]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: 201-214 - [c3]Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang:
Timeline Generation through Evolutionary Trans-Temporal Summarization. EMNLP 2011: 433-443 - 2010
- [c2]Congrui Huang, Qiancheng Jiang, Yan Zhang:
Detecting Comment Spam through Content Analysis. WAIM Workshops 2010: 222-233 - [c1]Li Zhao, Yexin Wang, Congrui Huang, Yan Zhang:
Enriching the Contents of Enterprises' Wiki Systems with Web Information. WAIM Workshops 2010: 234-245
Coauthor Index
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