Tengge Hu

4 papers · 2023–2024 · 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 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (3) ICML (1)

Top co-authors

Haixu Wu (4) Mingsheng Long (3) Jianmin Wang (2) Shiyu Wang (2) Yong Liu (2) Huakun Luo (2) Lintao Ma (2) Jun Zhou (1) Hang Zhou (1) James Y. Zhang (1)

Research topics

Machine Learning (4) Deep Learning (3) Core Methods (3) Architectures (2) Artificial Intelligence (1) Data Science & Analytics (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1)

Keywords

time series forecasting (3) attention mechanism (2) anomaly detection (1) time series classification (1) multivariate time series (1) nonlinear representation (1) spectral method (1) partial differential equation (1) latent space (1) feed-forward network (1) neural operator (1) long-term forecasting (1) 2d convolution (1) seasonal-trend decomposition (1) short-term forecasting (1) transformer architecture (1) multiscale mixing (1) temporal modeling (1)

Papers

iTransformer: Inverted Transformers Are Effective for Time Series Forecasting ICLR 2024 TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting ICLR 2024 Solving High-Dimensional PDEs with Latent Spectral Models ICML 2023 TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis ICLR 2023