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Jieqi Peng

2 papers · 2021–2022 · 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

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Shanghang Zhang (2) SHUAI ZHANG (2) Jianxin Li (2) Haoyi Zhou (2) Wancai Zhang (1) Hui Xiong (1) Siyang Xiao (1)

Research topics

Computer Vision (1) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Architectures (1) Generation (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Understanding (1)

Keywords

sequence modeling (1) self-attention mechanism (1) natural language understanding (1) time series prediction (1) encoder-decoder architecture (1) spectral convolution (1) long sequence forecasting (1) long sequence time-series forecasting (1) probabilistic sparse attention (1) high-order dependencies (1)

Papers

Jump Self-attention: Capturing High-order Statistics in Transformers NeurIPS 2022 Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021