Hai-Yang Xin

Most-cited papers

1. Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training

   Hong Wang, Hai-Yang Xin, Jie Wang, Xuan-Ze Yang +3 more

   2025Neural Information Processing Systems16 citations

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2. Simple yet Effective: Low-Rank Spatial Attention for Neural Operators

   Zhe-Rui Yang, Hai-Yang Xin, Tao Du, Ligang Liu

   2026arXiv.org5 citations

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3. From Fluid Dynamics to Chip Design: PDE Foundation Model Address Data Bottleneck in 3D-ICs Thermal Simulation

   Zhen Huang, Hai-Yang Xin, Dongming Jiang, Yang-Bo Wei +6 more

   20262 citations

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4. Therm-FM: Foundation Model is ALL YOU NEED for 3D-ICs Thermal Simulation

   Zhen Huang, Hai-Yang Xin, Wen-Kai Yang, Yang-Bo Wei +5 more

   2026arXiv.org2 citations

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5. Accelerating Data Generation for Nonlinear temporal PDEs via homologous perturbation in solution space

   Lei Liu, Zhen Huang, Hong Wang, Huanshuo Dong +3 more

   2025arXiv.org1 citations

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6. IC-ThermBench: An Open, Progressive Benchmark for Generalizable 2.5D/3D-IC Thermal Learning

   David Hang, Wen-Kai Yang, Kuiye Ding, Hai-Yang Xin +1 more

   20260 citations

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7. InterMASH: A Unified Geometric Representation for Grasp Synthesis

   Xuan-Ze Yang, Yu-Meng Liu, Hai-Yang Xin, Chang-Hao Li +4 more

   20260 citations

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8. From Uniform to Adaptive: General Skip-Block Mechanisms for Efficient PDE Neural Operators

   Lei Liu, Zhongyi Yu, Hong Wang, Huanshuo Dong +3 more

   2025arXiv.org0 citations

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