Publications

Daolang Huang, Zhuoyue Huang, Conor Hassan, Luigi Acerbi, Samuel Kaski, Tom Rainforth (2026). Efficient Adaptive Data Acquisition via Pretrained Belief Representations. Preprint.

Zhuoyue Huang, Freddie Bickford Smith, Tom Rainforth (2026). Loss-Driven Bayesian Active Learning. In AISTATS 2026.

Barbora Barancikova, Zhuoyue Huang, Cristopher Salvi (2025). SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings. In ICLR 2025.

Zhuoyue Huang (2023). Signature Inversion via Orthogonal Polynomials. BSc Thesis.