Lu, Siqi

5 publications

ICLR 2026 Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models Siqi Lu, Wanying Xu, Yongbin Zheng, Wenting Luan, Peng Sun, Jianhang Yao

MIDL 2026 SCR$^2$-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Siqi Lu, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yalin Zheng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

CVPR 2025 ASIGN: An Anatomy-Aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Mengmeng Yin, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

ICCV 2025 Lifting the Structural Morphing for Wide-Angle Images Rectification: Unified Content and Boundary Modeling Wenting Luan, Siqi Lu, Yongbin Zheng, Wanying Xu, Lang Nie, Zongtan Zhou, Kang Liao

MIDL 2025 MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Yucheng Tang, Daguang Xu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yaohong Wang, Haichun Yang, Yuankai Huo