Sijia Peng

According to our database, Sijia Peng authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ShapeCond: Fast Shapelet-Guided Dataset Condensation for Time Series Classification.

Sijia Peng, Yun Xiong, Xi Chen, Yi Xie, Guanzhi Li, Yanwei Yu, Yangyong Zhu, Zhiqiang Shen

CoRR, February, 2026

Progressive feature learning framework with alternate fusion for object tracking based on visible and thermal infrared images.

Xiaoyu Ni, Sijia Peng, Liang Yuan, Rihan Hai, Yadong Wang, Yongming Han

Eng. Appl. Artif. Intell., 2026

2025

A 2D Semantic-Aware Position Encoding for Vision Transformers.

Xi Chen, Shiyang Zhou, Muqi Huang, Jiaxu Feng, Yun Xiong, Kun Zhou, Biao Yang, Yuhui Zhang, Huishuai Bao, Sijia Peng, Chuan Li, Feng Shi

CoRR, May, 2025

Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting.

Sijia Peng, Yun Xiong, Yangyong Zhu, Zhiqiang Shen

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Rethinking Time Encoding via Learnable Transformation Functions.

Xi Chen, Yateng Tang, Jiarong Xu, Jiawei Zhang, Siwei Zhang, Sijia Peng, Xuehao Zheng, Yun Xiong

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need.

Sijia Peng, Yun Xiong, Yangyong Zhu, Zhiqiang Shen

CoRR, 2024

2022

Multi-task attributed graphical lasso and its application in fund classification.

Yao Zhang, Sijia Peng, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu

World Wide Web, 2022