Jieqi Peng

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

High Order Statistics

Spatial Temporal

Similarity Function

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
Jump Self-attention: Capturing High-order Statistics in Transformers. NeurIPS (2022)
Haoyi Zhou, Hao Peng, Jieqi Peng, Shuai Zhang, Jianxin Li
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. AAAI (2021)
Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang
Triplet Attention: Rethinking the Similarity in Transformers. KDD (2021)
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. CoRR (2020)