Xingyuan Yuan

According to our database, Xingyuan Yuan authored at least 8 papers between 2018 and 2025.

Collaborative distances:

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

2025

FlowCast-ODE: Continuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Solver.

Shuangshuang He, Yuanting Zhang, Hongli Liang, Qingye Meng, Xingyuan Yuan, Shuo Wang

CoRR, September, 2025

KnowAir-V2: A Benchmark Dataset for Air Quality Forecasting with PCDCNet.

Shuo Wang, Yun Cheng, Qingye Meng, Olga Saukh, Jiang Zhang, Jingfang Fan, Yuanting Zhang, Xingyuan Yuan, Lothar Thiele

Dataset, June, 2025

PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints.

Shuo Wang, Yun Cheng, Qingye Meng, Olga Saukh, Jiang Zhang, Jingfang Fan, Yuanting Zhang, Xingyuan Yuan, Lothar Thiele

CoRR, May, 2025

CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting.

Hongli Liang, Yuanting Zhang, Qingye Meng, Shuangshuang He, Xingyuan Yuan

CoRR, March, 2025

MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections.

Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan

CoRR, February, 2025

Skillful High-Resolution Ensemble Precipitation Forecasting with an Integrated Deep Learning Framework.

Shuangshuang He, Hongli Liang, Yuanting Zhang, Xingyuan Yuan

CoRR, January, 2025

2024

Improving Transformers with Dynamically Composable Multi-Head Attention.

Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2018

Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction.

Da Xiao, Jo-Yu Liao, Xingyuan Yuan

Proceedings of the 6th International Conference on Learning Representations, 2018