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Yuandou Wang

2 accepted papers

2026

Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion

ICLR 2026poster

Generating tabular data under conditions is critical to applications requiring precise control over the generative process. Existing methods rely on training-time strategies that do not generalise to unseen constraints during inference, and struggle to handle conditional tasks beyond tabular imputat…

Cited by 0SourcecodeScholar
2023

A Survey on Dataset Distillation: Approaches, Applications and Future Directions

IJCAI 2023poster

Dataset distillation is attracting more attention in machine learning as training sets continue to grow and the cost of training state-of-the-art models becomes increasingly high. By synthesizing datasets with high information density, dataset distillation offers a range of potential applications, i…