Tianmu Sha

According to our database, Tianmu Sha authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

MDL: A Unified Multi-Distribution Learner in Large-scale Industrial Recommendation through Tokenization.

Shanlei Mu, Yuchen Jiang, Shikang Wu, Shiyong Hong, Tianmu Sha, Junjie Zhang, Jie Zhu, Zhe Chen, Zhe Wang, Jingjian Lin

CoRR, February, 2026

Causal Modeling-Based Multivariate KPIs Prediction for Parameter Adjustment in Cellular Networks.

Zhenyu Zhang, Qi Li, Yong Zhang, Yuemeng Zhang, Tianmu Sha, Xiaolei Hua, Lin Zhu, Junlan Feng

IEEE Trans. Veh. Technol., January, 2026

Fine-grained inter-series dependency enhanced mining for multi-domain multivariate time series forecasts.

Qi Li, Tianmu Sha, Chenyang He, Zhenyu Zhang, Xiaolei Hua, Dayuan Fu, Lin Zhu, Yinglei Teng, Yong Zhang

Neurocomputing, 2026

2025

ELinear: An Efficient Linear Architecture for Edge Intelligence Time Series Forecasting.

Chenyang He, Zilong Yan, Tianmu Sha, Lei Yao, Qi Li, Zhenyu Zhang, Yong Zhang, Yinglei Teng, Da Guo

Proceedings of the 102nd IEEE Vehicular Technology Conference, 2025

PerTime: A Multi-scale Periodic Mixing Model for Long-term Time Series Forecasting.

Zilong Yan, Chenyang He, Tianmu Sha, Lei Yao, Qi Li, Zhenyu Zhang, Yong Zhang

Proceedings of the International Joint Conference on Neural Networks, 2025

PefNet: Injecting Pre-learned Channel Dependence for Time Series Forecasting with Missing Data.

Chenyang He, Zilong Yan, Tianmu Sha, Lei Yao, Qi Li, Zhenyu Zhang, Yong Zhang, Da Guo

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

CDVD: Causal Dynamic Variational Deconfounder for Estimating Parameter Adjusting Effect.

Yuemeng Zhang, Qi Li, Xiaolei Hua, Renkai Yu, Zhenyu Zhang, Xinwen Fan, Lin Zhu, Tianmu Sha, Yong Zhang

Proceedings of the IEEE International Conference on Communications Workshops, 2024

World Model Aided Parameter Adjustment Decision and Evaluation System for Radio Access Network.

Tianmu Sha, Yuemeng Zhang, Qi Li, Zhenyu Zhang, Lin Zhu, Xiaolei Hua, Renkai Yu, Xinwen Fan, Zhe Lei, Junlan Feng, Yong Zhang

Proceedings of the IEEE International Conference on Communications, 2024

2023

DCDN: Estimating Handover Parameter Adjusting Effect with Causal Inference.

Yuemeng Zhang, Qi Li, Xiaolei Hua, Renkai Yu, Zhenyu Zhang, Xinwen Fan, Lin Zhu, Tianmu Sha, Yong Zhang

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

ConvAOA: A Convolutional Attention Over Attention Model for Click-Through Rate Prediction.

Bin Yang, Tianmu Sha, Ying Xing, Ziyang Wang, Zhipu Xie, Xin Wang

Proceedings of the IEEE International Conference on Data Mining, 2023