(2025) Fast Convergence for High-Order ODE Solvers in Diffusion Probabilistic Models (with Daniel Zhengyu Huang and Jiaoyang Huang). [arxiv]

(2025) Quantitative Clustering in Mean-Field Transformer Models (with Shi Chen, Yury Polyanskiy, and Philippe Rigollet). [arxiv]

(2025) Residual connections provably mitigate oversmoothing in graph neural networks (with Ziang Chen, Shi Chen, Yury Polyanskiy, and Philippe Rigollet). [arxiv]

(2024) Convergence Analysis of Probability Flow ODE for Score-based Generative Models (with Daniel Zhengyu Huang and Jiaoyang Huang), IEEE Transactions on Information Theory, vol. 71, no. 6, pp. 4581-4601, June 2025. [arxiv, journal]

(2023) Nonlocal energy functionals and determinantal point processes on non-smooth domains, Mathematische Zeitschrift 307, no. 56 (2024). [arxiv, journal]

(2022) On the topology of Gaussian random zero sets, submitted. [arxiv]             

(2021) Boundary Harnack principle on nodal domains (with Fang-Hua Lin), Science China Mathematics 65, no. 12 (2022): 2441-2458. [arxiv, journal]

(2020) Bifurcation of perturbations of non-generic closed self-shrinkers (with Ao Sun), Journal of Topology and Analysis 14, no. 04 (2022): 979-999. (The published version modified the proof for the Theorem 3.1.) [arxiv, journal]