Zihui Cui — accepted AI-conference papers

2026

GeoDM: Geometry-aware Distribution Matching for Dataset Distillation

Xuhui Li, Zhengquan Luo, Zihui Cui, Kai Zhao, Zhiqiang Xu

ICML 2026poster

Dataset distillation aims to synthesize a compact subset of the original data, enabling models trained on it to achieve performance comparable to those trained on the original large dataset. Existing distribution-matching methods are confined to Euclidean spaces, making them only capture linear stru…

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2026

Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening

Zhenbang zhang, Zihui Cui, Haythem El-Messiry, Renmin Han, Zhiqiang Xu

ICML 2026poster

Image-to-video (I2V) diffusion models have recently made generative inbetweening a practical reality by synthesizing semantically plausible intermediate frames between two keyframes. Among them, inference-time sampling schemes that re-use large pre-trained I2V backbones without any additional traini…

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