(2026) Sharp convergence of Wasserstein gradient flows for spectrally nonnegative interaction energies (with Philippe Rigollet). [arxiv]
(2026) A vibrating clamped plate resembles a vibrating membrane at high frequency (with Or Kuperman and Dan Mangoubi). [arxiv]
(2026) Propagation of chaos in contextual flow maps (with Shi Chen, Kaizhao Liu, and Philippe Rigollet). 40th Conference on Neural Information Processing Systems (NeurIPS) 2026. [arxiv]
(2026) Scaling limits of long-context transformers (with Giuseppe Bruno, Shi Chen, Yury Polyanskiy, and Philippe Rigollet). 40th Conference on Neural Information Processing Systems (NeurIPS) 2026. [arxiv]
(2026) Whispering gallery modes for semilinear Dirichlet eigenvalue problems. [arxiv]
(2025) Critical attention scaling in long-context transformers (with Shi Chen, Yury Polyanskiy, and Philippe Rigollet). The Fourteenth International Conference on Learning Representations (ICLR) 2026. [arxiv, openreview]
(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). Accepted, Courant Journal of Pure and Applied Mathematics 2027 [arxiv]
(2025) Residual connections provably mitigate oversmoothing in graph neural networks (with Ziang Chen, Shi Chen, Yury Polyanskiy, and Philippe Rigollet). Accepted, Journal of Machine Learning Research 2026 [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. [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. [arxiv, journal]