| 2025 | ICLR | Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts. | Chenwei Wu, Zitao Shuai, Zhengxu Tang, Luning Wang, Liyue Shen |
| 2025 | MICCAI | Single-Spoke Motion-Compensated Dynamic 3D MRI Reconstruction via Neural Representation. | Lixuan Chen, James M. Balter, Liyue Shen, Jeong Joon Park |
| 2025 | WACV | TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-Ray Image. | Zhuoyi Yang, Liyue Shen |
| 2024 | ECCV | CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems. | Jiankun Zhao, Bowen Song, Liyue Shen |
| 2024 | ICLR | Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency. | Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen |
| 2024 | ICML | The Emergence of Reproducibility and Consistency in Diffusion Models. | Huijie Zhang, Jinfan Zhou, Yifu Lu, Minzhe Guo, Peng Wang, Liyue Shen, Qing Qu |
| 2024 | MICCAI | Efficient In-Context Medical Segmentation with Meta-Driven Visual Prompt Selection. | Chenwei Wu, David S. Restrepo, Zitao Shuai, Zhongming Liu, Liyue Shen |
| 2024 | WWW | Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. | Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal |
| 2023 | WWW | AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. | Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu |
| 2023 | WACV | PINER: Prior-informed Implicit Neural Representation Learning for Test-time Adaptation in Sparse-view CT Reconstruction. | Bowen Song, Liyue Shen, Lei Xing |
| 2022 | ACSAC | Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification. | Liyue Shen, Yanjun Zhang, Jingwei Wang, Guangdong Bai |
| 2022 | ICLR | Solving Inverse Problems in Medical Imaging with Score-Based Generative Models. | Yang Song, Liyue Shen, Lei Xing, Stefano Ermon |
| 2021 | ICCV | GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition. | Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren, Serena Yeung |
| 2018 | WACV | Scaling Human-Object Interaction Recognition Through Zero-Shot Learning. | Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, Li Fei-Fei |
| 2017 | CVPR | Learning to Learn from Noisy Web Videos. | Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei |
| 2015 | ICCV | Scalable Person Re-identification: A Benchmark. | Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian |