Li, Quanzheng

13 publications

ICML 2025 Distribution-Aware Fairness Learning in Medical Image Segmentation from a Control-Theoretic Perspective Yujin Oh, Pengfei Jin, Sangjoon Park, Sekeun Kim, Siyeop Yoon, Jin Sung Kim, Kyungsang Kim, Xiang Li, Quanzheng Li

ICLR 2025 ECHOPulse: ECG Controlled Echocardio-Gram Video Generation Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Xiaowei Yu, Tianze Yang, Tianming Liu, Quanzheng Li, Xiang Li

ICLR 2025 Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data Yucheng Shi, Quanzheng Li, Jin Sun, Xiang Li, Ninghao Liu

NeurIPS 2025 RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models Yiqi Tian, Pengfei Jin, Mingze Yuan, Na Li, Bo Zeng, Quanzheng Li

NeurIPS 2025 System-Embedded Diffusion Bridge Models Bartlomiej Sobieski, Matthew Tivnan, Yuang Wang, Siyeop Yoon, Pengfei Jin, Dufan Wu, Quanzheng Li, Przemyslaw Biecek

JMLR 2024 A Projected Semismooth Newton Method for a Class of Nonconvex Composite Programs with Strong Prox-Regularity Jiang Hu, Kangkang Deng, Jiayuan Wu, Quanzheng Li

NeurIPSW 2024 Biomedical SAM-2: Segment Anything in Biomedical Images and Videos Zhiling Yan, Weixiang Sun, Rong Zhou, Zhengqing Yuan, Kai Zhang, Yiwei Li, Sekeun Kim, Sifan Song, Hui Ren, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun

NeurIPS 2024 Biomedical Visual Instruction Tuning with Clinician Preference Alignment Hejie Cui, Lingjun Mao, Xin Liang, Jieyu Zhang, Hui Ren, Quanzheng Li, Xiang Li, Carl Yang

NeurIPSW 2024 TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong Zhou, Zhengqing Yuan, Zhiling Yan, Weixiang Sun, Kai Zhang, Yiwei Li, Xiang Li, Quanzheng Li, Lifang He, Lichao Sun

ICLR 2023 FedDAR: Federated Domain-Aware Representation Learning Aoxiao Zhong, Hao He, Zhaolin Ren, Na Li, Quanzheng Li

NeurIPS 2023 Unsupervised Image Denoising with Score Function Yutong Xie, Mingze Yuan, Bin Dong, Quanzheng Li

ICML 2018 Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong

CVPR 2009 Optimization of Landmark Selection for Cortical Surface Registration Anand A. Joshi, David W. Shattuck, Dimitrios Pantazis, Quanzheng Li, Hanna Damasio, Richard M. Leahy