| 2025 | AAAI | A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. | Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang |
| 2025 | IJCNN | Multi-Scale Loss Components in 3DGS-based RGB-D SLAM Systems. | Yi Sheng, Songzhi Su |
| 2024 | DAC | EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. | Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang |
| 2024 | MICCAI | APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. | Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang |
| 2024 | MICCAI | Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. | Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2023 | ASPDAC | Toward Fair and Efficient Hyperdimensional Computing. | Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang |
| 2023 | DAC | Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. | Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang |
| 2023 | DAC | Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge. | Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin |
| 2023 | DAC | On-Device Unsupervised Image Segmentation. | Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang |
| 2023 | ICCAD | Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models. | Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin, Yanzhi Wang |
| 2022 | DAC | The larger the fairer?: small neural networks can achieve fairness for edge devices. | Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2021 | ICCAD | FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper. | Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, Ang Li, Caiwen Ding, Weiwen Jiang, Lei Yang |
| 2021 | ICCAD | Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu |