Zinan Zheng

According to our database, Zinan Zheng authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation.

Zinan Zheng, Yang Liu, Nuo Chen, Juepeng Zheng, Hong Cheng, Jia Li

CoRR, May, 2026

ChannelMTS: A Multi-modal Time-Series Framework for High-Speed Railway Channel Prediction.

Haihong Zhao, Zinan Zheng, Chenyi Zi, Jia Li

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting.

Zinan Zheng, Yang Liu, Jia Li

CoRR, September, 2025

Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal Forecasting.

Yang Liu, Zinan Zheng, Yu Rong, Deli Zhao, Hong Cheng, Jia Li

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

CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer.

Yang Liu, Zinan Zheng, Jiashun Cheng, Fugee Tsung, Deli Zhao, Yu Rong, Jia Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark.

Bin Cao, Yang Liu, Zinan Zheng, Ruifeng Tan, Jia Li, Tong-Yi Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Equivariant Graph Learning for High-density Crowd Trajectories Modeling.

Yang Liu, Zinan Zheng, Yu Rong, Jia Li

Trans. Mach. Learn. Res., 2024

Graph Pre-Training Models Are Strong Anomaly Detectors.

Jiashun Cheng, Zinan Zheng, Yang Liu, Jianheng Tang, Hongwei Wang, Yu Rong, Jia Li, Fugee Tsung

CoRR, 2024

Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning.

Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong

CoRR, 2024

Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning.

Zinan Zheng, Yang Liu, Jia Li, Jianhua Yao, Yu Rong

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

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations.

Nuo Chen, Zinan Zheng, Ning Wu, Ming Gong, Dongmei Zhang, Jia Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations.

Nuo Chen, Zinan Zheng, Ning Wu, Linjun Shou, Ming Gong, Yangqiu Song, Dongmei Zhang, Jia Li

CoRR, 2023

2021

Channel Adaptive Spatial Modulation for Indoor VLC system with Random Direction Mobility.

Zinan Zheng, Huiqin Du, Zujian Wu

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

2020

Adaptive Spatial Modulation for Indoor Visible Light Communications.

Zinan Zheng, Huiqin Du, Jiang Xue, Zujian Wu

IEEE Commun. Lett., 2020