conftrace_

Da Long

6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15)

Conferences

ICML (3) AISTATS (2) ICLR (1)

Top co-authors

Shandian Zhe (6) Zhitong Xu (3) Robert Kirby (2) Aditi Krishnapriyan (2) Guang Yang (2) Michael Mahoney (1) Madison Cooley (1) Houman Owhadi (1) Shibo Li (1) Yiming Xu (1)

Keywords

uncertainty quantification (2) variational inference (2) gaussian process (1) spike-and-slab prior (1) kernel regression (1) physics-informed learning (1) differential equation (1) equation discovery (1) operator selection (1) bayesian inference (1)

Papers

Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems AISTATS 2025 Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation ICML 2025 Toward Efficient Kernel-Based Solvers for Nonlinear PDEs ICML 2025 Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels AISTATS 2024 Solving High Frequency and Multi-Scale PDEs with Gaussian Processes ICLR 2024 AutoIP: A United Framework to Integrate Physics into Gaussian Processes ICML 2022