Congrui Huang

According to our database, Congrui Huang authored at least 22 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining.

Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu

Trans. Mach. Learn. Res., 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

STAND-Guard: A Small Task-Adaptive Content Moderation Model.

Minjia Wang, Pingping Lin, Siqi Cai, Shengnan An, Shengjie Ma, Zeqi Lin, Congrui Huang, Bixiong Xu

CoRR, 2024

Characteristic-Aware Time-Series Representation Learning for Unsupervised Anomaly Detection.

Yaming Yang, Zhuo Li, Pingping Lin, Juanyong Duan, Hao Zhang, Tianmeng Yang, Congrui Huang, Zhengjie Lin, Yunhai Tong, Yujing Wang

Proceedings of the International Joint Conference on Neural Networks, 2024

ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information.

Zheng Hui, Zhaoxiao Guo, Hang Zhao, Juanyong Duan, Congrui Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

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, Lili Qiu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Removing Camouflage and Revealing Collusion: Leveraging Gang-crime Pattern in Fraudster Detection.

Lewen Wang, Haozhe Zhao, Cunguang Feng, Weiqing Liu, Congrui Huang, Marco Santoni, Manuel Cristofaro, Paola Jafrancesco, Jiang Bian

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Label-Efficient Interactive Time-Series Anomaly Detection.

Hong Guo, Yujing Wang, Jieyu Zhang, Zhengjie Lin, Yunhai Tong, Lei Yang, Luoxing Xiong, Congrui Huang

CoRR, 2022

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection.

Yujing Wang, Luoxing Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu

Proceedings of the Conference on Lifelong Learning Agents, 2022

TS2Vec: Towards Universal Representation of Time Series.

Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

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

2020

Automated Model Selection for Time-Series Anomaly Detection.

Yuanxiang Ying, Juanyong Duan, Chunlei Wang, Yujing Wang, Congrui Huang, Bixiong Xu

CoRR, 2020

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting.

Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Congrui Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

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, Jie Tong, Qi Zhang

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Time-Series Anomaly Detection Service at Microsoft.

Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

CoRR, 2019

Time-Series Anomaly Detection Service at Microsoft.

Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2012

To better stand on the shoulder of giants.

Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, Xiaoming Li

Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Actively Mining Search Logs for Diverse Tags.

Lun Yan, Congrui Huang, Yan Zhang

Proceedings of the Information Retrieval Technology, 2012

2011

Timeline Generation through Evolutionary Trans-Temporal Summarization.

Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias.

Jiazhen Nian, Shan Jiang, Congrui Huang, Yan Zhang

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Enriching the Contents of Enterprises' Wiki Systems with Web Information.

Li Zhao, Yexin Wang, Congrui Huang, Yan Zhang

Proceedings of the Web-Age Information Management, 2010

Detecting Comment Spam through Content Analysis.

Congrui Huang, Qiancheng Jiang, Yan Zhang

Proceedings of the Web-Age Information Management, 2010