Detecting Comment Spam through Content Analysis. - Congrui Huang; Qiancheng Jiang; Yan Zhang 004 (WAIM Workshops, 2010)

Enriching the Contents of Enterprises' Wiki Systems with Web Information. - Li Zhao; Yexin Wang; Congrui Huang; Yan Zhang 004 (WAIM Workshops, 2010)

CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias. - Jiazhen Nian; Shan Jiang 001; Congrui Huang; Yan Zhang 004 (ADMA (1), 2011)

Timeline Generation through Evolutionary Trans-Temporal Summarization. - Rui Yan 001; Liang Kong 001; Congrui Huang; Xiaojun Wan 001; Xiaoming Li 001; Yan Zhang 004 (EMNLP, 2011)

Actively Mining Search Logs for Diverse Tags. - Lun Yan; Congrui Huang; Yan Zhang 004 (AIRS, 2012)

To better stand on the shoulder of giants. - Rui Yan 001; Congrui Huang; Jie Tang 001; Yan Zhang 004; Xiaoming Li 001 (JCDL, 2012)

Time-Series Anomaly Detection Service at Microsoft. - Hansheng Ren; Bixiong Xu; Yujing Wang; Chao Yi; Congrui Huang; Xiaoyu Kou; Tony Xing; Mao Yang 004; Jie Tong; Qi Zhang 066 (KDD, 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)

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)

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. - Yujing Wang; Luoxing Xiong; Mingliang Zhang 004; Hui Xue 004; Qi Chen 009; Yaming Yang 001; Yunhai Tong; Congrui Huang; Bixiong Xu (CoLLAs, 2022)

Label-Efficient Interactive Time-Series Anomaly Detection. - Hong Guo; Yujing Wang; Jieyu Zhang 001; Zhengjie Lin; Yunhai Tong; Lei Yang; Luoxing Xiong; Congrui Huang (CoRR, 2022)

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 002 (KDD, 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 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)

NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining. - Chenguo Lin; Xumeng Wen; Wei Cao 007; Congrui Huang; Jiang Bian 002; Stephen Lin 001; Zhirong Wu (Trans. Mach. Learn. Res., 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 (COLING (Industry), 2025)