Xingyuan Yuan

11 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting.
CoRR
Hongli Liang, Yuanting Zhang, Qingye Meng, Shuangshuang He, Xingyuan Yuan
2025 J jnl
FlowCast-ODE: Continuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Solver.
CoRR
Shuangshuang He, Yuanting Zhang, Hongli Liang, Qingye Meng, Xingyuan Yuan, Shuo Wang
2025 A* conf
MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections.
ICML
Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan
2025 J jnl
MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections.
CoRR
Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan
2025 J jnl
PCDCNet: A Surrogate Model for Air Quality Forecasting with Physical-Chemical Dynamics and Constraints.
CoRR
Shuo Wang, Yun Cheng, Qingye Meng, Olga Saukh, Jiang Zhang, Jingfang Fan, Yuanting Zhang, Xingyuan Yuan, Lothar Thiele
2025 J jnl
Physics-Guided Inductive Spatiotemporal Kriging for PM2.5 with Satellite Gradient Constraints.
CoRR
Shuo Wang, Mengfan Teng, Yun Cheng, Lothar Thiele, Olga Saukh, Shuangshuang He, Yuanting Zhang, Jiang Zhang, Gangfeng Zhang, Xingyuan Yuan, Jingfang Fan
2025 J jnl
Skillful High-Resolution Ensemble Precipitation Forecasting with an Integrated Deep Learning Framework.
CoRR
Shuangshuang He, Hongli Liang, Yuanting Zhang, Xingyuan Yuan
2024 A* conf
Improving Transformers with Dynamically Composable Multi-Head Attention.
ICML
Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan
2024 J jnl
Improving Transformers with Dynamically Composable Multi-Head Attention.
CoRR
Da Xiao, Qingye Meng, Shengping Li, Xingyuan Yuan
2018 — conf
Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction.
ICLR (Poster)
Da Xiao, Jo-Yu Liao, Xingyuan Yuan
2018 J jnl
Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction.
CoRR
Da Xiao, Jo-Yu Liao, Xingyuan Yuan