| 2025 | ICASSP | EPI-Mamba: State Space Model for Semantic Segmentation from Light Fields. | Yan Li, Jianan Chen, Qiong Wang, Jinshan Xu |
| 2025 | MICCAI | Physics-Guided Deep Image Prior Network for General Zero-Shot Stain Deconvolution. | Jianan Chen, Lydia Y. Liu, Wenchao Han, Alison M. Cheung, Hubert Tsui, Anne L. Martel |
| 2025 | MICCAI | Teaching Pathology Foundation Models to Accurately Predict Gene Expression with Parameter Efficient Knowledge Transfer. | Shi Pan, Jianan Chen, Maria Secrier |
| 2024 | COCOON | Task Scheduling in Multi-layer CLOS Topology Networks Based on Shortest Path. | Xuan Du, Jianan Chen, Wei Xie |
| 2024 | ICRA | High stimuli virtual reality training for a brain controlled robotic wheelchair. | Alexander Thomas, Jianan Chen, Anna Hella-Szabo, Merlin Angel Kelly, Tom Carlson |
| 2024 | MICCAI | Detecting Noisy Labels with Repeated Cross-Validations. | Jianan Chen, Vishwesh Ramanathan, Tony Xu, Anne L. Martel |
| 2023 | ICASSP | An Isotropy Analysis for Self-Supervised Acoustic Unit Embeddings on the Zero Resource Speech Challenge 2021 Framework. | Jianan Chen, Sakriani Sakti |
| 2022 | ICASSP | Social Welfare Maximization in Cross-Silo Federated Learning. | Jianan Chen, Qin Hu, Honglu Jiang |
| 2022 | ICIP | Intra-Modal Constraint Loss for Image-Text Retrieval. | Jianan Chen, Lu Zhang, Qiong Wang, Cong Bai, Kidiyo Kpalma |
| 2022 | MICCAI | Head and Neck Tumor Segmentation with 3D UNet and Survival Prediction with Multiple Instance Neural Network. | Jianan Chen, Anne L. Martel |
| 2021 | ICCCN | Energy-Efficient Device Selection in Federated Edge Learning. | Cheng Peng, Qin Hu, Jianan Chen, Kyubyung Kang, Feng Li, Xukai Zou |
| 2021 | IPCCC | Accelerating DNN Inference by Edge-Cloud Collaboration. | Jianan Chen, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao |
| 2021 | ISPASS | AIBench Training: Balanced Industry-Standard AI Training Benchmarking. | Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Jiahui Dai, Hainan Ye |
| 2021 | MICCAI | AMINN: Autoencoder-Based Multiple Instance Neural Network Improves Outcome Prediction in Multifocal Liver Metastases. | Jianan Chen, Helen M. C. Cheung, Laurent Milot, Anne L. Martel |
| 2019 | MICCAI | Unsupervised Clustering of Quantitative Imaging Phenotypes Using Autoencoder and Gaussian Mixture Model. | Jianan Chen, Laurent Milot, Helen M. C. Cheung, Anne L. Martel |
| 2019 | MICCAI | Multi-layer Domain Adaptation for Deep Convolutional Networks. | Ozan Ciga, Jianan Chen, Anne L. Martel |