Jiaming Ma

According to our database, Jiaming Ma authored at least 15 papers between 2019 and 2026.

Collaborative distances:

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

2026

ResearchEVO: An End-to-End Framework for Automated Scientific Discovery and Documentation.

Zhe Zhao, Haibin Wen, Jiaming Ma, Jiachang Zhan, Tianyi Xu, Ye Wei, Qingfu Zhang

CoRR, April, 2026

A General ReLearner: Empowering Spatiotemporal Prediction by Re-learning Input-label Residual.

Jiaming Ma, Binwu Wang, Pengkun Wang, Xu Wang, Zhengyang Zhou, Yang Wang

CoRR, February, 2026

PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting.

Jiaming Ma, Qihe Huang, Haofeng Ma, Guanjun Wang, Sheng Huang, Zhengyang Zhou, Pengkun Wang, Binwu Wang, Yang Wang

CoRR, February, 2026

To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series.

Jiaming Ma, Siyuan Mu, Ruilin Tang, Haofeng Ma, Qihe Huang, Zhengyang Zhou, Pengkun Wang, Binwu Wang, Yang Wang

CoRR, January, 2026

U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions.

Guanjun Wang, Jianhao Zhang, Jiaming Ma, Sheng Huang, Pengkun Wang, Zhengyang Zhou, Binwu Wang, Yang Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MobiMixer: A Multi-Scale Spatiotemporal Mixing Model for Mobile Traffic Prediction.

Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Yudong Zhang, Xu Wang, Yang Wang

IEEE Trans. Mob. Comput., November, 2025

A Halpern Fixed-Point Iteration-Based Approach to Harmonic Model Predictive Control Problem.

Bo Yang, Xinyuan Zhao, Jiaming Ma

Asia Pac. J. Oper. Res., August, 2025

BiST: A Lightweight and Efficient Bi-directional Model for Spatiotemporal Prediction.

Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang

Proc. VLDB Endow., February, 2025

Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees.

Ziwen Wang, Yancheng Yuan, Jiaming Ma, Tieyong Zeng, Defeng Sun

J. Mach. Learn. Res., 2025

Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting.

Jiaming Ma, Zhiqing Cui, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Yang Wang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Robust Spatio-Temporal Centralized Interaction for OOD Learning.

Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang

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

Spatiotemporal Causal Decoupling Model for Air Quality Forecasting.

Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts.

Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2019

The Competition of Garbage Classification Visual Recognition.

Yiyi Lu, Hanlong Guo, Jiaming Ma, Zhengrong Ge

Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

A novel measurement method to investigate dynamics of single acoustic bubble near a rigid wall.

Hao Wu, Haixia Yu, Jiaming Ma, Cheng Zhou, Zhihua Pu, Dachao Li

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019