Yuncong Chen

4 papers · 2010–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

AAAI (3) COLING (1)

Top co-authors

Wei Cheng (3) Haifeng Chen (3) Jingchao Ni (3) Bo Zong (2) Dongjin Song (2) Cristian Lumezanu (2) Yanchi Liu (1) Dongsheng Luo (1) Dixian Zhu (1) Chuxu Zhang (1)

Research topics

Data Science & Analytics (3) Deep Learning (3) Machine Learning (3) Core Methods (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Methods (3) Application Areas (1)

Keywords

representation learning (2) unsupervised learning (2) multivariate time series (2) anomaly detection (1) data augmentation (1) time series (1) convolutional neural network (1) long short-term memory (1) generative adversarial network (1) unsupervised anomaly detection (1) binary coding (1) information theory (1) convolutional long short-term memory (1) contrastive learning (1) metric learning (1)

Papers

Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023 Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 Unsupervised Synthesis of Multilingual Wikipedia Articles COLING 2010