Jiehui Xu

3 papers · 2021–2022 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Haixu Wu (3) Mingsheng Long (3) Jianmin Wang (3) Jialong Wu (1)

Research topics

Machine Learning (3) Deep Learning (2) Architectures (2) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

transformer architecture (2) self-attention mechanism (1) time series anomaly detection (1) attention mechanism (1) efficient computing (1) time series (1) linear complexity (1) linear attention (1) long-term forecasting (1) time series decomposition (1) long sequence (1) flow network (1) series periodicity (1) association discrepancy (1) unsupervised learning (1) pointwise representation (1)

Papers

Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy ICLR 2022 Flowformer: Linearizing Transformers with Conservation Flows ICML 2022 Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting NeurIPS 2021