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Qi Meng

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Deciphering and integrating invariants for neural operator learning with various physical mechanisms

Nov 24, 2023
Rui Zhang, Qi Meng, Zhi-Ming Ma

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Power-law Dynamic arising from machine learning

Jun 16, 2023
Wei Chen, Weitao Du, Zhi-Ming Ma, Qi Meng

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NeuralStagger: accelerating physics-constrained neural PDE solver with spatial-temporal decomposition

Feb 20, 2023
Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu

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Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation

Feb 10, 2023
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma, Tie-Yan Liu

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Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture Search

Nov 16, 2022
Zihan Wang, Qi Meng, HaiFeng Lan, XinRui Zhang, KeHao Guo, Akshat Gupta

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Provable Adaptivity in Adam

Aug 21, 2022
Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Zhi-Ming Ma, Tie-Yan Liu, Wei Chen

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Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations

Jun 20, 2022
Rui Zhang, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma, Tie-Yan Liu

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Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs

Apr 14, 2022
Peiyan Hu, Qi Meng, Bingguang Chen, Shiqi Gong, Yue Wang, Wei Chen, Rongchan Zhu, Zhi-Ming Ma, Tie-Yan Liu

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Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD

Nov 03, 2021
Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu

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