Ziqi Ren — accepted AI-conference papers

2026

GeneVAR: Causal MeanFlow for Autoregressive Gene-to-WSI Tile Synthesis

Jianwei Zhao, Fan Yang, Xin Li, Qiang Zhai, Ao Luo, Ziqi Ren +2

CVPR 2026

Understanding how transcriptomic programs shape tissue morphology remains a central challenge in computational pathology. Gene-to-WSI tile synthesis offers a principled generative framework to translate molecular profiles into histological images. However, most existing methods compress RNA-Seq into

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2026

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment

Lukun Wu, Jie Li, Ziqi Ren, Kaifan Zhang, Xinbo Gao

AAAI 2026technical

Decoding visual features from EEG signals is a central challenge in neuroscience, with cross-modal alignment as the dominant approach. We argue that the relationship between visual and brain modalities is fundamentally asymmetric, characterized by two critical gaps: a Fidelity Gap (stemming from EEG

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